Dimitris N. Metaxas

860 papers A* 134A 35B 41C 9Misc 5Journal 353Unranked 267

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AgentSelect: Benchmark for Narrative Query-to-Agent Recommendation. CoRR Yunxiao Shi, Wujiang Xu, Tingwei Chen, Haoning Shang, Ling Yang, Yunfeng Wan, Zhuo Cao, Xing Zi, Dimitris N. Metaxas, Min Xu
2026	J	`jnl`	Agents in the Wild: Safety, Society, and the Illusion of Sociality on Moltbook. CoRR Yunbei Zhang, Kai Mei, Ming Liu, Janet Wang, Dimitris N. Metaxas, Xiao Wang, Jihun Hamm, Yingqiang Ge
2026	J	`jnl`	Beyond Explicit Edges: Robust Reasoning over Noisy and Sparse Knowledge Graphs. CoRR Hang Gao, Dimitris N. Metaxas
2026	J	`jnl`	Data Augmentation for High-Fidelity Generation of CAR-T/NK Immunological Synapse Images. CoRR Xiang Zhang, Boxuan Zhang, Alireza Naghizadeh, Mohab Mohamed, Dongfang Liu, Ruixiang Tang, Dimitris N. Metaxas
2026	J	`jnl`	Farther the Shift, Sparser the Representation: Analyzing OOD Mechanisms in LLMs. CoRR Mingyu Jin, Yutong Yin, Jingcheng Niu, Qingcheng Zeng, Wujiang Xu, Mengnan Du, Wei Cheng, Zhaoran Wang, Tianlong Chen, Dimitris N. Metaxas
2026	J	`jnl`	Improving Visual Reasoning with Iterative Evidence Refinement. CoRR Zeru Shi, Kai Mei, Yihao Quan, Dimitris N. Metaxas, Ruixiang Tang
2026	J	`jnl`	Individual Turing Test: A Case Study of LLM-based Simulation Using Longitudinal Personal Data. CoRR Minghao Guo, Ziyi Ye, Wujiang Xu, Xi Zhu, Wenyue Hua, Dimitris N. Metaxas
2026	—	`ed.`	Information Processing in Medical Imaging - 29th International Conference, IPMI 2025, Kos, Greece, May 25-30, 2025, Proceedings, Part I IPMI (1) Ipek Oguz, Shaoting Zhang, Dimitris N. Metaxas
2026	—	`ed.`	Information Processing in Medical Imaging - 29th International Conference, IPMI 2025, Kos, Greece, May 25-30, 2025, Proceedings, Part II IPMI (2) Ipek Oguz, Shaoting Zhang, Dimitris N. Metaxas
2026	J	`jnl`	LUCID-SAE: Learning Unified Vision-Language Sparse Codes for Interpretable Concept Discovery. CoRR Difei Gu, Yunhe Gao, Gerasimos Chatzoudis, Zihan Dong, Guoning Zhang, Bangwei Guo, Yang Zhou, Mu Zhou, Dimitris N. Metaxas
2026	J	`jnl`	MADCrowner: Margin Aware Dental Crown Design with Template Deformation and Refinement. CoRR Linda Wei, Chang Liu, Wenran Zhang, Yuxuan Hu, Ruiyang Li, Feng Qi, Changyao Tian, Ke Wang, Yuanyuan Wang, Shaoting Zhang, Dimitris N. Metaxas, Hongsheng Li
2026	J	`jnl`	MPDiT: Multi-Patch Global-to-Local Transformer Architecture For Efficient Flow Matching and Diffusion Model. CoRR Quan Dao, Dimitris N. Metaxas
2026	J	`jnl`	RAC: Rectified Flow Auto Coder. CoRR Sen Fang, Yalin Feng, Yanxin Zhang, Dimitris N. Metaxas
2026	J	`jnl`	Reasoning over Precedents Alongside Statutes: Case-Augmented Deliberative Alignment for LLM Safety. CoRR Can Jin, Rui Wu, Tong Che, Qixin Zhang, Hongwu Peng, Jiahui Zhao, Zhenting Wang, Wenqi Wei, Ligong Han, Zhao Zhang, Yuan Cao, Ruixiang Tang, Dimitris N. Metaxas
2026	J	`jnl`	Seeing Farther and Smarter: Value-Guided Multi-Path Reflection for VLM Policy Optimization. CoRR Yanting Yang, Shenyuan Gao, Qingwen Bu, Li Chen, Dimitris N. Metaxas
2026	J	`jnl`	Semantic Shift: the Fundamental Challenge in Text Embedding and Retrieval. CoRR Hang Gao, Dimitris N. Metaxas
2026	J	`jnl`	T3D: Few-Step Diffusion Language Models via Trajectory Self-Distillation with Direct Discriminative Optimization. CoRR Tunyu Zhang, Xinxi Zhang, Ligong Han, Haizhou Shi, Xiaoxiao He, Zhuowei Li, Hao Wang, Kai Xu, Akash Srivastava, Hao Wang, Vladimir Pavlovic, Dimitris N. Metaxas
2025	—	`conf`	APEER : Automatic Prompt Engineering Enhances Large Language Model Reranking. WWW (Companion Volume) Can Jin, Hongwu Peng, Shiyu Zhao, Zhenting Wang, Wujiang Xu, Ligong Han, Jiahui Zhao, Kai Zhong, Sanguthevar Rajasekaran, Dimitris N. Metaxas
2025	A*	`conf`	Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction. CVPR Shiyu Zhao, Zhenting Wang, Felix Juefei-Xu, Xide Xia, Miao Liu, Xiaofang Wang, Mingfu Liang, Ning Zhang, Dimitris N. Metaxas, Licheng Yu
2025	J	`jnl`	Aligning Large Language Models with Healthcare Stakeholders: A Pathway to Trustworthy AI Integration. CoRR Kexin Ding, Mu Zhou, Akshay Chaudhari, Shaoting Zhang, Dimitris N. Metaxas
2025	—	`conf`	Analysis of Cardiac Dynamic Global Function. FIMH (2) Leon Axel, Mikael Kanski, Amit Jhaveri, Meng Ye, Bangwei Guo, Xiaoxiao He, Dimitris N. Metaxas
2025	J	`jnl`	Anatomy-VLM: A Fine-grained Vision-Language Model for Medical Interpretation. CoRR Difei Gu, Yunhe Gao, Mu Zhou, Dimitris N. Metaxas
2025	J	`jnl`	AutoEdit: Automatic Hyperparameter Tuning for Image Editing. CoRR Chau Pham, Quan Dao, Mahesh Bhosale, Yunjie Tian, Dimitris N. Metaxas, David S. Doermann
2025	A	`conf`	Continuous Spatio-Temporal Memory Networks for 4D Cardiac Cine MRI Segmentation. WACV Meng Ye, Bingyu Xin, Leon Axel, Dimitris N. Metaxas
2025	J	`jnl`	Discrete Noise Inversion for Next-scale Autoregressive Text-based Image Editing. CoRR Quan Dao, Xiaoxiao He, Ligong Han, Ngan Hoai Nguyen, Amin Heyrani Nobari, Faez Ahmed, Han Zhang, Viet Anh Nguyen, Dimitris N. Metaxas
2025	J	`jnl`	EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning. CoRR Wujiang Xu, Wentian Zhao, Zhenting Wang, Yu-Jhe Li, Can Jin, Mingyu Jin, Kai Mei, Kun Wang, Dimitris N. Metaxas
2025	J	`jnl`	Editorial for Special Issue on Foundation Models for Medical Image Analysis. Medical Image Anal. Xiaosong Wang, Dequan Wang, Xiaoxiao Li, Jens Rittscher, Dimitris N. Metaxas, Shaoting Zhang
2025	J	`jnl`	Flow Straighter and Faster: Efficient One-Step Generative Modeling via MeanFlow on Rectified Trajectories. CoRR Xinxi Zhang, Shiwei Tan, Quang Nguyen, Quan Dao, Ligong Han, Xiaoxiao He, Tunyu Zhang, Alen Mrdovic, Dimitris N. Metaxas
2025	A*	`conf`	Implicit In-context Learning. ICLR Zhuowei Li, Zihao Xu, Ligong Han, Yunhe Gao, Song Wen, Di Liu, Hao Wang, Dimitris N. Metaxas
2025	A*	`conf`	Improved Training Technique for Latent Consistency Models. ICLR Quan Dao, Khanh Doan, Di Liu, Trung Le, Dimitris N. Metaxas
2025	J	`jnl`	Improved Training Technique for Latent Consistency Models. CoRR Quan Dao, Khanh Doan, Di Liu, Trung Le, Dimitris N. Metaxas
2025	J	`jnl`	K-Prism: A Knowledge-Guided and Prompt Integrated Universal Medical Image Segmentation Model. CoRR Bangwei Guo, Yunhe Gao, Meng Ye, Difei Gu, Yang Zhou, Leon Axel, Dimitris N. Metaxas
2025	J	`jnl`	LED: LLM Enhanced Open-Vocabulary Object Detection without Human Curated Data Generation. CoRR Yang Zhou, Shiyu Zhao, Yuxiao Chen, Zhenting Wang, Dimitris N. Metaxas
2025	A*	`conf`	LUCAS: Layered Universal Codec Avatars. CVPR Di Liu, Teng Deng, Giljoo Nam, Yu Rong, Stanislav Pidhorskyi, Junxuan Li, Jason M. Saragih, Dimitris N. Metaxas, Chen Cao
2025	J	`jnl`	LUCAS: Layered Universal Codec Avatars. CoRR Di Liu, Teng Deng, Giljoo Nam, Yu Rong, Stanislav Pidhorskyi, Junxuan Li, Jason M. Saragih, Dimitris N. Metaxas, Chen Cao
2025	J	`jnl`	Large Sign Language Models: Toward 3D American Sign Language Translation. CoRR Sen Zhang, Xiaoxiao He, Di Liu, Zhaoyang Xia, Mingyu Zhao, Chaowei Tan, Vivian Li, Bo Liu, Dimitris N. Metaxas, Mubbasir Kapadia
2025	A*	`conf`	LoR-VP: Low-Rank Visual Prompting for Efficient Vision Model Adaptation. ICLR Can Jin, Ying Li, Mingyu Zhao, Shiyu Zhao, Zhenting Wang, Xiaoxiao He, Ligong Han, Tong Che, Dimitris N. Metaxas
2025	J	`jnl`	LoR-VP: Low-Rank Visual Prompting for Efficient Vision Model Adaptation. CoRR Can Jin, Ying Li, Mingyu Zhao, Shiyu Zhao, Zhenting Wang, Xiaoxiao He, Ligong Han, Tong Che, Dimitris N. Metaxas
2025	J	`jnl`	MHB: Multimodal Handshape-aware Boundary Detection for Continuous Sign Language Recognition. CoRR Mingyu Zhao, Zhanfu Yang, Yang Zhou, Zhaoyang Xia, Can Jin, Xiaoxiao He, Dimitris N. Metaxas
2025	A*	`conf`	MLLM-as-a-Judge for Image Safety without Human Labeling. CVPR Zhenting Wang, Shuming Hu, Shiyu Zhao, Xiaowen Lin, Felix Juefei-Xu, Zhuowei Li, Ligong Han, Harihar Subramanyam, Li Chen, Jianfa Chen, Nan Jiang, Lingjuan Lyu, Shiqing Ma, Dimitris N. Metaxas, Ankit Jain
2025	J	`jnl`	MLLM-as-a-Judge for Image Safety without Human Labeling. CoRR Zhenting Wang, Shuming Hu, Shiyu Zhao, Xiaowen Lin, Felix Juefei-Xu, Zhuowei Li, Ligong Han, Harihar Subramanyam, Li Chen, Jianfa Chen, Nan Jiang, Lingjuan Lyu, Shiqing Ma, Dimitris N. Metaxas, Ankit Jain
2025	J	`jnl`	M^3-Bench: Multi-Modal, Multi-Hop, Multi-Threaded Tool-Using MLLM Agent Benchmark. CoRR Yang Zhou, Mingyu Zhao, Zhenting Wang, Difei Gu, Bangwei Guo, Ruosong Ye, Ligong Han, Can Jin, Dimitris N. Metaxas
2025	J	`jnl`	MedForge: Building Medical Foundation Models Like Open Source Software Development. CoRR Zheling Tan, Kexin Ding, Jin Gao, Mu Zhou, Dimitris N. Metaxas, Shaoting Zhang, Dequan Wang
2025	J	`jnl`	PrefGen: Multimodal Preference Learning for Preference-Conditioned Image Generation. CoRR Wenyi Mo, Tianyu Zhang, Yalong Bai, Ligong Han, Ying Ba, Dimitris N. Metaxas
2025	—	`conf`	RadAlign: Advancing Radiology Report Generation with Vision-Language Concept Alignment. MICCAI (7) Difei Gu, Yunhe Gao, Yang Zhou, Mu Zhou, Dimitris N. Metaxas
2025	J	`jnl`	RadAlign: Advancing Radiology Report Generation with Vision-Language Concept Alignment. CoRR Difei Gu, Yunhe Gao, Yang Zhou, Mu Zhou, Dimitris N. Metaxas
2025	—	`conf`	RankFlow: A Multi-Role Collaborative Reranking Workflow Utilizing Large Language Models. WWW (Companion Volume) Can Jin, Hongwu Peng, Anxiang Zhang, Nuo Chen, Jiahui Zhao, Xi Xie, Kuangzheng Li, Shuya Feng, Kai Zhong, Caiwen Ding, Dimitris N. Metaxas
2025	J	`jnl`	RankFlow: A Multi-Role Collaborative Reranking Workflow Utilizing Large Language Models. CoRR Can Jin, Hongwu Peng, Anxiang Zhang, Nuo Chen, Jiahui Zhao, Xi Xie, Kuangzheng Li, Shuya Feng, Kai Zhong, Caiwen Ding, Dimitris N. Metaxas
2025	—	`conf`	Rate-My-LoRA: EFFICIENT AND ADAPTIVE FEDERATED MODEL TUNING FOR CARDIAC MRI SEGMENTATION. ISBI Xiaoxiao He, Haizhou Shi, Ligong Han, Chaowei Tan, Bo Liu, Zihao Xu, Meng Ye, Leon Axel, Kang Li, Dimitris N. Metaxas
2025	J	`jnl`	Rate-My-LoRA: Efficient and Adaptive Federated Model Tuning for Cardiac MRI Segmentation. CoRR Xiaoxiao He, Haizhou Shi, Ligong Han, Chaowei Tan, Bo Liu, Zihao Xu, Meng Ye, Leon Axel, Kang Li, Dimitris N. Metaxas
2025	A	`conf`	SODA: Spectral Orthogonal Decomposition Adaptation for Diffusion Models. WACV Xinxi Zhang, Song Wen, Ligong Han, Felix Juefei-Xu, Akash Srivastava, Junzhou Huang, Vladimir Pavlovic, Hao Wang, Molei Tao, Dimitris N. Metaxas
2025	A*	`conf`	Self-Corrected Flow Distillation for Consistent One-Step and Few-Step Image Generation. AAAI Quan Dao, Hao Phung, Trung Tuan Dao, Dimitris N. Metaxas, Anh Tuan Tran
2025	A*	`conf`	Show and Segment: Universal Medical Image Segmentation via In-Context Learning. CVPR Yunhe Gao, Di Liu, Zhuowei Li, Yunsheng Li, Dongdong Chen, Mu Zhou, Dimitris N. Metaxas
2025	J	`jnl`	Show and Segment: Universal Medical Image Segmentation via In-Context Learning. CoRR Yunhe Gao, Di Liu, Zhuowei Li, Yunsheng Li, Dongdong Chen, Mu Zhou, Dimitris N. Metaxas
2025	J	`jnl`	SignX: The Foundation Model for Sign Recognition. CoRR Sen Fang, Chunyu Sui, Hongwei Yi, Carol Neidle, Dimitris N. Metaxas
2025	A*	`conf`	SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device. CVPR Yushu Wu, Zhixing Zhang, Yanyu Li, Yanwu Xu, Anil Kag, Yang Sui, Huseyin Coskun, Ke Ma, Aleksei Lebedev, Ju Hu, Dimitris N. Metaxas, Yanzhi Wang, Sergey Tulyakov, Jian Ren
2025	J	`jnl`	Snapmoji: Instant Generation of Animatable Dual-Stylized Avatars. CoRR Eric M. Chen, Di Liu, Sizhuo Ma, Michael Vasilkovsky, Bing Zhou, Qiang Gao, Wenzhou Wang, Jiahao Luo, Dimitris N. Metaxas, Vincent Sitzmann, Jian Wang
2025	J	`jnl`	Sparsity-Controllable Dynamic Top-p MoE for Large Foundation Model Pre-training. CoRR Can Jin, Hongwu Peng, Mingcan Xiang, Qixin Zhang, Xiangchi Yuan, Amit Hasan, Ohiremen Dibua, Yifan Gong, Yan Kang, Dimitris N. Metaxas
2025	J	`jnl`	Stable Signer: Hierarchical Sign Language Generative Model. CoRR Sen Fang, Yalin Feng, Hongbin Zhong, Yanxin Zhang, Dimitris N. Metaxas
2025	J	`jnl`	StreamFlow: Theory, Algorithm, and Implementation for High-Efficiency Rectified Flow Generation. CoRR Sen Fang, Hongbin Zhong, Yalin Feng, Dimitris N. Metaxas
2025	J	`jnl`	Test-Time Spectrum-Aware Latent Steering for Zero-Shot Generalization in Vision-Language Models. CoRR Konstantinos M. Dafnis, Dimitris N. Metaxas
2025	A*	`conf`	The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models Via Visual Information Steering. ICML Zhuowei Li, Haizhou Shi, Yunhe Gao, Di Liu, Zhenting Wang, Yuxiao Chen, Ting Liu, Long Zhao, Hao Wang, Dimitris N. Metaxas
2025	J	`jnl`	The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering. CoRR Zhuowei Li, Haizhou Shi, Yunhe Gao, Di Liu, Zhenting Wang, Yuxiao Chen, Ting Liu, Long Zhao, Hao Wang, Dimitris N. Metaxas
2025	J	`jnl`	The state-of-the-art in cardiac MRI reconstruction: Results of the CMRxRecon challenge in MICCAI 2023. Medical Image Anal. Jun Lyu, Chen Qin, Shuo Wang, Fanwen Wang, Yan Li, Zi Wang, Kunyuan Guo, Ouyang Cheng, Michael Tänzer, Meng Liu, Longyu Sun, Mengting Sun, Qing Li, Zhang Shi, Sha Hua, Hao Li, Zhensen Chen, Zhenlin Zhang, Bingyu Xin, Dimitris N. Metaxas, George Yiasemis, Jonas Teuwen, Liping Zhang, Weitian Chen, Yidong Zhao, Qian Tao, Yanwei Pang, Xiaohan Liu, Artem Razumov, Dmitry V. Dylov, Quan Dou, Kang Yan, Yuyang Xue, Yuning Du, Julia Dietlmeier, Carles García-Cabrera, Ziad Al-Haj Hemidi, Nora Vogt, Ziqiang Xu, Yajing Zhang, Ying-Hua Chu, Weibo Chen, Wenjia Bai, Xiahai Zhuang, Jing Qin, Lianming Wu, Guang Yang, Xiaobo Qu, He Wang, Chengyan Wang
2025	J	`jnl`	Token-Controlled Re-ranking for Sequential Recommendation via LLMs. CoRR Wenxi Dai, Wujiang Xu, Pinhuan Wang, Dimitris N. Metaxas
2025	J	`jnl`	Token-Level Uncertainty Estimation for Large Language Model Reasoning. CoRR Tunyu Zhang, Haizhou Shi, Yibin Wang, Hengyi Wang, Xiaoxiao He, Zhuowei Li, Haoxian Chen, Ligong Han, Kai Xu, Huan Zhang, Dimitris N. Metaxas, Hao Wang
2025	J	`jnl`	Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning. CoRR Can Jin, Hongwu Peng, Qixin Zhang, Yujin Tang, Dimitris N. Metaxas, Tong Che
2025	—	`conf`	VISIAR: Empower MLLM for Visual Story Ideation. ACL (Findings) Zhaoyang Xia, Somdeb Sarkhel, Md. Mehrab Tanjim, Stefano Petrangeli, Ishita Dasgupta, Yuxiao Chen, Jinxuan Xu, Di Liu, Saayan Mitra, Dimitris N. Metaxas
2025	—	`conf`	VerSe: Integrating Multiple Queries as Prompts for Versatile Cardiac MRI Segmentation. IPMI (1) Bangwei Guo, Meng Ye, Yunhe Gao, Bingyu Xin, Leon Axel, Dimitris N. Metaxas
2025	J	`jnl`	Visual Sparse Steering: Improving Zero-shot Image Classification with Sparsity Guided Steering Vectors. CoRR Gerasimos Chatzoudis, Zhuowei Li, Gemma E. Moran, Hao Wang, Dimitris N. Metaxas
2025	J	`jnl`	Your Reward Function for RL is Your Best PRM for Search: Unifying RL and Search-Based TTS. CoRR Can Jin, Yang Zhou, Qixin Zhang, Hongwu Peng, Di Zhang, Marco Pavone, Ligong Han, Zhang-Wei Hong, Tong Che, Dimitris N. Metaxas
2024	J	`jnl`	APEER: Automatic Prompt Engineering Enhances Large Language Model Reranking. CoRR Can Jin, Hongwu Peng, Shiyu Zhao, Zhenting Wang, Wujiang Xu, Ligong Han, Jiahui Zhao, Kai Zhong, Sanguthevar Rajasekaran, Dimitris N. Metaxas
2024	J	`jnl`	AVDNet: Joint coronary artery and vein segmentation with topological consistency. Medical Image Anal. Wenji Wang, Qing Xia, Zhennan Yan, Zhiqiang Hu, Yinan Chen, Wen Zheng, Xiao Wang, Shaoping Nie, Dimitris N. Metaxas, Shaoting Zhang
2024	A*	`conf`	AVID: Any-Length Video Inpainting with Diffusion Model. CVPR Zhixing Zhang, Bichen Wu, Xiaoyan Wang, Yaqiao Luo, Luxin Zhang, Yinan Zhao, Peter Vajda, Dimitris N. Metaxas, Licheng Yu
2024	J	`jnl`	Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction. CoRR Shiyu Zhao, Zhenting Wang, Felix Juefei-Xu, Xide Xia, Miao Liu, Xiaofang Wang, Mingfu Liang, Ning Zhang, Dimitris N. Metaxas, Licheng Yu
2024	—	`conf`	Aligning Human Knowledge with Visual Concepts Towards Explainable Medical Image Classification. MICCAI (10) Yunhe Gao, Difei Gu, Mu Zhou, Dimitris N. Metaxas
2024	J	`jnl`	Aligning Human Knowledge with Visual Concepts Towards Explainable Medical Image Classification. CoRR Yunhe Gao, Difei Gu, Mu Zhou, Dimitris N. Metaxas
2024	A*	`conf`	BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models. NeurIPS Yibin Wang, Haizhou Shi, Ligong Han, Dimitris N. Metaxas, Hao Wang
2024	J	`jnl`	BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models. CoRR Yibin Wang, Haizhou Shi, Ligong Han, Dimitris N. Metaxas, Hao Wang
2024	J	`jnl`	Classification of lung cancer subtypes on CT images with synthetic pathological priors. Medical Image Anal. Wentao Zhu, Yuan Jin, Gege Ma, Geng Chen, Jan Egger, Shaoting Zhang, Dimitris N. Metaxas
2024	J	`jnl`	Continuous Spatio-Temporal Memory Networks for 4D Cardiac Cine MRI Segmentation. CoRR Meng Ye, Bingyu Xin, Leon Axel, Dimitris N. Metaxas
2024	J	`jnl`	DA-Tran: Multiphase liver tumor segmentation with a domain-adaptive transformer network. Pattern Recognit. Yangfan Ni, Geng Chen, Zhan Feng, Heng Cui, Dimitris N. Metaxas, Shaoting Zhang, Wentao Zhu
2024	A*	`conf`	DIAGNOSIS: Detecting Unauthorized Data Usages in Text-to-image Diffusion Models. ICLR Zhenting Wang, Chen Chen, Lingjuan Lyu, Dimitris N. Metaxas, Shiqing Ma
2024	J	`jnl`	DICE: Discrete Inversion Enabling Controllable Editing for Multinomial Diffusion and Masked Generative Models. CoRR Xiaoxiao He, Ligong Han, Quan Dao, Song Wen, Minhao Bai, Di Liu, Han Zhang, Martin Renqiang Min, Felix Juefei-Xu, Chaowei Tan, Bo Liu, Kang Li, Hongdong Li, Junzhou Huang, Faez Ahmed, Akash Srivastava, Dimitris N. Metaxas
2024	A*	`conf`	DiMSUM: Diffusion Mamba - A Scalable and Unified Spatial-Frequency Method for Image Generation. NeurIPS Hao Phung, Quan Dao, Trung Tuan Dao, Viet Hoang Phan, Dimitris N. Metaxas, Anh Tuan Tran
2024	J	`jnl`	DiMSUM: Diffusion Mamba - A Scalable and Unified Spatial-Frequency Method for Image Generation. CoRR Hao Phung, Quan Dao, Trung Tuan Dao, Hoang Phan, Dimitris N. Metaxas, Anh Tuan Tran
2024	—	`conf`	Enhanced Deep Unrolled Models Applied to the CMRxRecon2024 Challenge. CMRxRecon/MBAS/STACOM@MICCAI Bingyu Xin, Meng Ye, Leon Axel, Dimitris N. Metaxas
2024	A*	`conf`	Generating Enhanced Negatives for Training Language-Based Object Detectors. CVPR Shiyu Zhao, Long Zhao, Vijay Kumar B. G, Yumin Suh, Dimitris N. Metaxas, Manmohan Chandraker, Samuel Schulter
2024	J	`jnl`	Generating Enhanced Negatives for Training Language-Based Object Detectors. CoRR Shiyu Zhao, Long Zhao, Vijay Kumar B. G, Yumin Suh, Dimitris N. Metaxas, Manmohan Chandraker, Samuel Schulter
2024	J	`jnl`	Gloss Prior Guided Visual Feature Learning for Continuous Sign Language Recognition. IEEE Trans. Image Process. Leming Guo, Wanli Xue, Bo Liu, Kaihua Zhang, Tiantian Yuan, Dimitris N. Metaxas
2024	A*	`conf`	How to Trace Latent Generative Model Generated Images without Artificial Watermark? ICML Zhenting Wang, Vikash Sehwag, Chen Chen, Lingjuan Lyu, Dimitris N. Metaxas, Shiqing Ma
2024	J	`jnl`	How to Trace Latent Generative Model Generated Images without Artificial Watermark? CoRR Zhenting Wang, Vikash Sehwag, Chen Chen, Lingjuan Lyu, Dimitris N. Metaxas, Shiqing Ma
2024	J	`jnl`	Implicit In-context Learning. CoRR Zhuowei Li, Zihao Xu, Ligong Han, Yunhe Gao, Song Wen, Di Liu, Hao Wang, Dimitris N. Metaxas
2024	—	`conf`	Improving Test-Time Adaptation For Histopathology Image Segmentation: Gradient-To-Parameter Ratio Guided Feature Alignment. ISBI Evgenia Chroni, Konstantinos M. Dafnis, Georgios Chantzialexiou, Eric Cosatto, Dimitris N. Metaxas
2024	A*	`conf`	Instantaneous Perception of Moving Objects in 3D. CVPR Di Liu, Bingbing Zhuang, Dimitris N. Metaxas, Manmohan Chandraker
2024	J	`jnl`	Instantaneous Perception of Moving Objects in 3D. CoRR Di Liu, Bingbing Zhuang, Dimitris N. Metaxas, Manmohan Chandraker
2024	A*	`conf`	Layout-Agnostic Scene Text Image Synthesis with Diffusion Models. CVPR Qilong Zhangli, Jindong Jiang, Di Liu, Licheng Yu, Xiaoliang Dai, Ankit Ramchandani, Guan Pang, Dimitris N. Metaxas, Praveen Krishnan
2024	J	`jnl`	Learning Volumetric Neural Deformable Models to Recover 3D Regional Heart Wall Motion from Multi-Planar Tagged MRI. CoRR Meng Ye, Bingyu Xin, Bangwei Guo, Leon Axel, Dimitris N. Metaxas
2024	A*	`conf`	Learning from Teaching Regularization: Generalizable Correlations Should be Easy to Imitate. NeurIPS Can Jin, Tong Che, Hongwu Peng, Yiyuan Li, Dimitris N. Metaxas, Marco Pavone
2024	J	`jnl`	Learning to Localize Actions in Instructional Videos with LLM-Based Multi-Pathway Text-Video Alignment. CoRR Yuxiao Chen, Kai Li, Wentao Bao, Deep Patel, Yu Kong, Martin Renqiang Min, Dimitris N. Metaxas
2024	—	`conf`	Learning to Localize Actions in Instructional Videos with LLM-Based Multi-pathway Text-Video Alignment. ECCV (82) Yuxiao Chen, Kai Li, Wentao Bao, Deep Patel, Yu Kong, Martin Renqiang Min, Dimitris N. Metaxas
2024	J	`jnl`	New Capability to Look Up an ASL Sign from a Video Example. CoRR Carol Neidle, Augustine Opoku, Carey Ballard, Yang Zhou, Xiaoxiao He, Gregory Dimitriadis, Dimitris N. Metaxas
2024	J	`jnl`	On the challenges and perspectives of foundation models for medical image analysis. Medical Image Anal. Shaoting Zhang, Dimitris N. Metaxas
2024	A	`conf`	ProxEdit: Improving Tuning-Free Real Image Editing with Proximal Guidance. WACV Ligong Han, Song Wen, Qi Chen, Zhixing Zhang, Kunpeng Song, Mengwei Ren, Ruijiang Gao, Anastasis Stathopoulos, Xiaoxiao He, Yuxiao Chen, Di Liu, Qilong Zhangli, Jindong Jiang, Zhaoyang Xia, Akash Srivastava, Dimitris N. Metaxas
2024	J	`jnl`	Resolving Inconsistent Semantics in Multi-Dataset Image Segmentation. CoRR Qilong Zhangli, Di Liu, Abhishek Aich, Dimitris N. Metaxas, Samuel Schulter
2024	—	`conf`	Rethinking Deep Unrolled Model for Accelerated MRI Reconstruction. ECCV (75) Bingyu Xin, Meng Ye, Leon Axel, Dimitris N. Metaxas
2024	A*	`conf`	SF-V: Single Forward Video Generation Model. NeurIPS Zhixing Zhang, Yanyu Li, Yushu Wu, Yanwu Xu, Anil Kag, Ivan Skorokhodov, Willi Menapace, Aliaksandr Siarohin, Junli Cao, Dimitris N. Metaxas, Sergey Tulyakov, Jian Ren
2024	J	`jnl`	SF-V: Single Forward Video Generation Model. CoRR Zhixing Zhang, Yanyu Li, Yushu Wu, Yanwu Xu, Anil Kag, Ivan Skorokhodov, Willi Menapace, Aliaksandr Siarohin, Junli Cao, Dimitris N. Metaxas, Sergey Tulyakov, Jian Ren
2024	J	`jnl`	SceneTextGen: Layout-Agnostic Scene Text Image Synthesis with Diffusion Models. CoRR Qilong Zhangli, Jindong Jiang, Di Liu, Licheng Yu, Xiaoliang Dai, Ankit Ramchandani, Guan Pang, Dimitris N. Metaxas, Praveen Krishnan
2024	A*	`conf`	Score-Guided Diffusion for 3D Human Recovery. CVPR Anastasis Stathopoulos, Ligong Han, Dimitris N. Metaxas
2024	J	`jnl`	Score-Guided Diffusion for 3D Human Recovery. CoRR Anastasis Stathopoulos, Ligong Han, Dimitris N. Metaxas
2024	A	`conf`	Second-Order Graph ODEs for Multi-Agent Trajectory Forecasting. WACV Song Wen, Hao Wang, Di Liu, Qilong Zhangli, Dimitris N. Metaxas
2024	J	`jnl`	Self-Corrected Flow Distillation for Consistent One-Step and Few-Step Text-to-Image Generation. CoRR Quan Dao, Hao Phung, Trung Tuan Dao, Dimitris N. Metaxas, Anh Tran
2024	J	`jnl`	SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device. CoRR Yushu Wu, Zhixing Zhang, Yanyu Li, Yanwu Xu, Anil Kag, Yang Sui, Huseyin Coskun, Ke Ma, Aleksei Lebedev, Ju Hu, Dimitris N. Metaxas, Yanzhi Wang, Sergey Tulyakov, Jian Ren
2024	J	`jnl`	Spectrum-Aware Parameter Efficient Fine-Tuning for Diffusion Models. CoRR Xinxi Zhang, Song Wen, Ligong Han, Felix Juefei-Xu, Akash Srivastava, Junzhou Huang, Hao Wang, Molei Tao, Dimitris N. Metaxas
2024	A	`conf`	Steering Prototypes with Prompt-tuning for Rehearsal-free Continual Learning. WACV Zhuowei Li, Long Zhao, Zizhao Zhang, Han Zhang, Di Liu, Ting Liu, Dimitris N. Metaxas
2024	J	`jnl`	Steering Rectified Flow Models in the Vector Field for Controlled Image Generation. CoRR Maitreya Patel, Song Wen, Dimitris N. Metaxas, Yezhou Yang
2024	A	`conf`	StyleGAN-Fusion: Diffusion Guided Domain Adaptation of Image Generators. WACV Kunpeng Song, Ligong Han, Bingchen Liu, Dimitris N. Metaxas, Ahmed Elgammal
2024	A*	`conf`	Taming Self-Training for Open-Vocabulary Object Detection. CVPR Shiyu Zhao, Samuel Schulter, Long Zhao, Zhixing Zhang, B. G. Vijay Kumar, Yumin Suh, Manmohan Chandraker, Dimitris N. Metaxas
2024	A	`conf`	Unsupervised Exemplar-Based Image-to-Image Translation and Cascaded Vision Transformers for Tagged and Untagged Cardiac Cine MRI Registration. WACV Meng Ye, Mikael Kanski, Dong Yang, Leon Axel, Dimitris N. Metaxas
2024	J	`jnl`	VerSe: Integrating Multiple Queries as Prompts for Versatile Cardiac MRI Segmentation. CoRR Bangwei Guo, Meng Ye, Yunhe Gao, Bingyu Xin, Leon Axel, Dimitris N. Metaxas
2024	J	`jnl`	Visual Prompting in Multimodal Large Language Models: A Survey. CoRR Junda Wu, Zhehao Zhang, Yu Xia, Xintong Li, Zhaoyang Xia, Aaron Chang, Tong Yu, Sungchul Kim, Ryan A. Rossi, Ruiyi Zhang, Subrata Mitra, Dimitris N. Metaxas, Lina Yao, Jingbo Shang, Julian J. McAuley
2023	—	`conf`	3D Tooth Mesh Segmentation with Simplified Mesh Cell Representation. ISBI Ananya Jana, Hrebesh Molly Subhash, Dimitris N. Metaxas
2023	J	`jnl`	3D Tooth Mesh Segmentation with Simplified Mesh Cell Representation. CoRR Ananya Jana, Hrebesh Molly Subhash, Dimitris N. Metaxas
2023	—	`conf`	A Critical Analysis of the Limitation of Deep Learning based 3D Dental Mesh Segmentation Methods in Segmenting Partial Scans. EMBC Ananya Jana, Aniruddha Maiti, Dimitris N. Metaxas
2023	J	`jnl`	A Critical Analysis of the Limitation of Deep Learning based 3D Dental Mesh Segmentation Methods in Segmenting Partial Scans. CoRR Ananya Jana, Aniruddha Maiti, Dimitris N. Metaxas
2023	J	`jnl`	AVID: Any-Length Video Inpainting with Diffusion Model. CoRR Zhixing Zhang, Bichen Wu, Xiaoyan Wang, Yaqiao Luo, Luxin Zhang, Yinan Zhao, Peter Vajda, Dimitris N. Metaxas, Licheng Yu
2023	—	`conf`	Automatic Lung Cancer Subtypes Classification on CT Images with Self-generated Multi-modality Hybrid Features. EMBC Gege Ma, Yuan Jin, Jianhu Pan, Shaoting Zhang, Dimitris N. Metaxas, Wentao Zhu
2023	J	`jnl`	CDDSA: Contrastive domain disentanglement and style augmentation for generalizable medical image segmentation. Medical Image Anal. Ran Gu, Guotai Wang, Jiangshan Lu, Jingyang Zhang, Wenhui Lei, Yinan Chen, Wenjun Liao, Shichuan Zhang, Kang Li, Dimitris N. Metaxas, Shaoting Zhang
2023	J	`jnl`	Classification of lung cancer subtypes on CT images with synthetic pathological priors. CoRR Wentao Zhu, Yuan Jin, Gege Ma, Geng Chen, Jan Egger, Shaoting Zhang, Dimitris N. Metaxas
2023	J	`jnl`	Constructive Assimilation: Boosting Contrastive Learning Performance through View Generation Strategies. CoRR Ligong Han, Seungwook Han, Shivchander Sudalairaj, Charlotte Loh, Rumen Dangovski, Fei Deng, Pulkit Agrawal, Dimitris N. Metaxas, Leonid Karlinsky, Tsui-Wei Weng, Akash Srivastava
2023	—	`conf`	DMCVR: Morphology-Guided Diffusion Model for 3D Cardiac Volume Reconstruction. MICCAI (7) Xiaoxiao He, Chaowei Tan, Ligong Han, Bo Liu, Leon Axel, Kang Li, Dimitris N. Metaxas
2023	J	`jnl`	DMCVR: Morphology-Guided Diffusion Model for 3D Cardiac Volume Reconstruction. CoRR Xiaoxiao He, Chaowei Tan, Ligong Han, Bo Liu, Leon Axel, Kang Li, Dimitris N. Metaxas
2023	A*	`conf`	DeFormer: Integrating Transformers with Deformable Models for 3D Shape Abstraction from a Single Image. ICCV Di Liu, Xiang Yu, Meng Ye, Qilong Zhangli, Zhuowei Li, Zhixing Zhang, Dimitris N. Metaxas
2023	J	`jnl`	DeFormer: Integrating Transformers with Deformable Models for 3D Shape Abstraction from a Single Image. CoRR Di Liu, Xiang Yu, Meng Ye, Qilong Zhangli, Zhuowei Li, Zhixing Zhang, Dimitris N. Metaxas
2023	J	`jnl`	Dealing With Heterogeneous 3D MR Knee Images: A Federated Few-Shot Learning Method With Dual Knowledge Distillation. CoRR Xiaoxiao He, Chaowei Tan, Bo Liu, Liping Si, Weiwu Yao, Liang Zhao, Di Liu, Qilong Zhangli, Qi Chang, Kang Li, Dimitris N. Metaxas
2023	—	`conf`	Dealing with Heterogeneous 3d Mr Knee Images: A Federated Few-Shot Learning Method with Dual Knowledge Distillation. ISBI Xiaoxiao He, Chaowei Tan, Bo Liu, Liping Si, Weiwu Yao, Liang Zhao, Di Liu, Qilong Zhangli, Qi Chang, Kang Li, Dimitris N. Metaxas
2023	J	`jnl`	Deep Deformable Models: Learning 3D Shape Abstractions with Part Consistency. CoRR Di Liu, Long Zhao, Qilong Zhangli, Yunhe Gao, Ting Liu, Dimitris N. Metaxas
2023	J	`jnl`	Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge. IEEE J. Biomed. Health Informatics Carlos Martín-Isla, Víctor M. Campello, Cristian Izquierdo, Kaisar Kushibar, Carla Sendra-Balcells, Polyxeni Gkontra, Alireza Sojoudi, Mitchell J. Fulton, Tewodros Weldebirhan Arega, Kumaradevan Punithakumar, Lei Li, Xiaowu Sun, Yasmina Al Khalil, Di Liu, Sana Jabbar, Sandro F. Queiros, Francesco Galati, Moona Mazher, Zheyao Gao, Marcel Beetz, Lennart Tautz, Christoforos Galazis, Marta Varela, Markus Hüllebrand, Vicente Grau, Xiahai Zhuang, Domenec Puig, Maria A. Zuluaga, Hassan Mohy-ud-Din, Dimitris N. Metaxas, Marcel Breeuwer, Rob J. van der Geest, Michelle Noga, Stéphanie Bricq, Mark E. Rentschler, Andrea Guala, Steffen E. Petersen, Sergio Escalera, José F. Rodríguez Palomares, Karim Lekadir
2023	J	`jnl`	DiffSLVA: Harnessing Diffusion Models for Sign Language Video Anonymization. CoRR Zhaoyang Xia, Carol Neidle, Dimitris N. Metaxas
2023	—	`conf`	Domain-Adversarial Transformer Network for Multiphase Liver Tumor Segmentation. EMBC Yangfan Ni, Geng Chen, Zhan Feng, Heng Cui, Dimitris N. Metaxas, Shaoting Zhang, Wentao Zhu
2023	J	`jnl`	Editorial for special issue on explainable and generalizable deep learning methods for medical image computing. Medical Image Anal. Guotai Wang, Shaoting Zhang, Sharon X. Huang, Tom Vercauteren, Dimitris N. Metaxas
2023	—	`conf`	Fill the K-Space and Refine the Image: Prompting for Dynamic and Multi-Contrast MRI Reconstruction. STACOM@MICCAI Bingyu Xin, Meng Ye, Leon Axel, Dimitris N. Metaxas
2023	J	`jnl`	Fill the K-Space and Refine the Image: Prompting for Dynamic and Multi-Contrast MRI Reconstruction. CoRR Bingyu Xin, Meng Ye, Leon Axel, Dimitris N. Metaxas
2023	J	`jnl`	How to Detect Unauthorized Data Usages in Text-to-image Diffusion Models. CoRR Zhenting Wang, Chen Chen, Yuchen Liu, Lingjuan Lyu, Dimitris N. Metaxas, Shiqing Ma
2023	J	`jnl`	Improving Compositional Text-to-image Generation with Large Vision-Language Models. CoRR Song Wen, Guian Fang, Renrui Zhang, Peng Gao, Hao Dong, Dimitris N. Metaxas
2023	J	`jnl`	Improving Pseudo Labels for Open-Vocabulary Object Detection. CoRR Shiyu Zhao, Samuel Schulter, Long Zhao, Zhixing Zhang, Vijay Kumar B. G, Yumin Suh, Manmohan Chandraker, Dimitris N. Metaxas
2023	J	`jnl`	Improving Tuning-Free Real Image Editing with Proximal Guidance. CoRR Ligong Han, Song Wen, Qi Chen, Zhixing Zhang, Kunpeng Song, Mengwei Ren, Ruijiang Gao, Yuxiao Chen, Di Liu, Qilong Zhangli, Anastasis Stathopoulos, Jindong Jiang, Zhaoyang Xia, Akash Srivastava, Dimitris N. Metaxas
2023	A*	`conf`	LEPARD: Learning Explicit Part Discovery for 3D Articulated Shape Reconstruction. NeurIPS Di Liu, Anastasis Stathopoulos, Qilong Zhangli, Yunhe Gao, Dimitris N. Metaxas
2023	A*	`conf`	Learning Articulated Shape with Keypoint Pseudo-Labels from Web Images. CVPR Anastasis Stathopoulos, Georgios Pavlakos, Ligong Han, Dimitris N. Metaxas
2023	J	`jnl`	Learning Articulated Shape with Keypoint Pseudo-labels from Web Images. CoRR Anastasis Stathopoulos, Georgios Pavlakos, Ligong Han, Dimitris N. Metaxas
2023	J	`jnl`	Manifold-driven decomposition for adversarial robustness. Frontiers Comput. Sci. Wenjia Zhang, Yikai Zhang, Xiaoling Hu, Yi Yao, Mayank Goswami, Chao Chen, Dimitris N. Metaxas
2023	A	`conf`	More Than Just Attention: Improving Cross-Modal Attentions with Contrastive Constraints for Image-Text Matching. WACV Yuxiao Chen, Jianbo Yuan, Long Zhao, Tianlang Chen, Rui Luo, Larry Davis, Dimitris N. Metaxas
2023	A*	`conf`	Neural Deformable Models for 3D Bi-Ventricular Heart Shape Reconstruction and Modeling from 2D Sparse Cardiac Magnetic Resonance Imaging. ICCV Meng Ye, Dong Yang, Mikael Kanski, Leon Axel, Dimitris N. Metaxas
2023	J	`jnl`	Neural Deformable Models for 3D Bi-Ventricular Heart Shape Reconstruction and Modeling from 2D Sparse Cardiac Magnetic Resonance Imaging. CoRR Meng Ye, Dong Yang, Mikael Kanski, Leon Axel, Dimitris N. Metaxas
2023	A*	`conf`	OmniLabel: A Challenging Benchmark for Language-Based Object Detection. ICCV Samuel Schulter, Vijay Kumar B. G, Yumin Suh, Konstantinos M. Dafnis, Zhixing Zhang, Shiyu Zhao, Dimitris N. Metaxas
2023	J	`jnl`	OmniLabel: A Challenging Benchmark for Language-Based Object Detection. CoRR Samuel Schulter, Vijay Kumar B. G, Yumin Suh, Konstantinos M. Dafnis, Zhixing Zhang, Shiyu Zhao, Dimitris N. Metaxas
2023	J	`jnl`	On the Challenges and Perspectives of Foundation Models for Medical Image Analysis. CoRR Shaoting Zhang, Dimitris N. Metaxas
2023	—	`conf`	Pathology-and-Genomics Multimodal Transformer for Survival Outcome Prediction. MICCAI (6) Kexin Ding, Mu Zhou, Dimitris N. Metaxas, Shaoting Zhang
2023	J	`jnl`	Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction. CoRR Kexin Ding, Mu Zhou, Dimitris N. Metaxas, Shaoting Zhang
2023	A*	`conf`	Revisiting Multimodal Representation in Contrastive Learning: From Patch and Token Embeddings to Finite Discrete Tokens. CVPR Yuxiao Chen, Jianbo Yuan, Yu Tian, Shijie Geng, Xinyu Li, Ding Zhou, Dimitris N. Metaxas, Hongxia Yang
2023	J	`jnl`	Revisiting Multimodal Representation in Contrastive Learning: From Patch and Token Embeddings to Finite Discrete Tokens. CoRR Yuxiao Chen, Jianbo Yuan, Yu Tian, Shijie Geng, Xinyu Li, Ding Zhou, Dimitris N. Metaxas, Hongxia Yang
2023	A*	`conf`	SINE: SINgle Image Editing with Text-to-Image Diffusion Models. CVPR Zhixing Zhang, Ligong Han, Arnab Ghosh, Dimitris N. Metaxas, Jian Ren
2023	A*	`conf`	SVDiff: Compact Parameter Space for Diffusion Fine-Tuning. ICCV Ligong Han, Yinxiao Li, Han Zhang, Peyman Milanfar, Dimitris N. Metaxas, Feng Yang
2023	J	`jnl`	SVDiff: Compact Parameter Space for Diffusion Fine-Tuning. CoRR Ligong Han, Yinxiao Li, Han Zhang, Peyman Milanfar, Dimitris N. Metaxas, Feng Yang
2023	—	`conf`	Scale-Aware Multi-Instance Learning for Early Prognosis of Subjects at Risk of Developing Hepatocellular Carcinoma. ISBI Ananya Jana, Ramanathan Arunachalam, Carlos D. Minacapelli, Kaitlyn Catalano, Carlos Catalano, Vinod Rustgi, Dimitris N. Metaxas
2023	J	`jnl`	SequenceMorph: A Unified Unsupervised Learning Framework for Motion Tracking on Cardiac Image Sequences. IEEE Trans. Pattern Anal. Mach. Intell. Meng Ye, Dong Yang, Qiaoying Huang, Mikael Kanski, Leon Axel, Dimitris N. Metaxas
2023	J	`jnl`	Steering Prototype with Prompt-tuning for Rehearsal-free Continual Learning. CoRR Zhuowei Li, Long Zhao, Zizhao Zhang, Han Zhang, Di Liu, Ting Liu, Dimitris N. Metaxas
2023	J	`jnl`	The future of automated capture of social kinesic signals for psychiatric purposes. Frontiers Comput. Sci. Judee K. Burgoon, Aaron C. Elkins, Douglas C. Derrick, Bradley Walls, Dimitris N. Metaxas
2023	J	`jnl`	Training Like a Medical Resident: Universal Medical Image Segmentation via Context Prior Learning. CoRR Yunhe Gao, Zhuowei Li, Di Liu, Mu Zhou, Shaoting Zhang, Dimitris N. Metaxas
2023	—	`conf`	Voxel2Hemodynamics: An End-to-End Deep Learning Method for Predicting Coronary Artery Hemodynamics. STACOM@MICCAI Ziyu Ni, Linda Wei, Lijian Xu, Qing Xia, Hongsheng Li, Shaoting Zhang, Dimitris N. Metaxas
2022	J	`jnl`	A Dynamic Data Driven Approach for Explainable Scene Understanding. CoRR Zachary A. Daniels, Dimitris N. Metaxas
2022	A	`conf`	A Manifold View of Adversarial Risk. AISTATS Wenjia Zhang, Yikai Zhang, Xiaoling Hu, Mayank Goswami, Chao Chen, Dimitris N. Metaxas
2022	J	`jnl`	A Manifold View of Adversarial Risk. CoRR Wenjia Zhang, Yikai Zhang, Xiaoling Hu, Mayank Goswami, Chao Chen, Dimitris N. Metaxas
2022	J	`jnl`	A Multi-scale Transformer for Medical Image Segmentation: Architectures, Model Efficiency, and Benchmarks. CoRR Yunhe Gao, Mu Zhou, Di Liu, Dimitris N. Metaxas
2022	A	`conf`	AE-StyleGAN: Improved Training of Style-Based Auto-Encoders. WACV Ligong Han, Sri Harsha Musunuri, Martin Renqiang Min, Ruijiang Gao, Yu Tian, Dimitris N. Metaxas
2022	J	`jnl`	ASL Video Corpora & Sign Bank: Resources Available through the American Sign Language Linguistic Research Project (ASLLRP). CoRR Carol Neidle, Augustine Opoku, Dimitris N. Metaxas
2022	J	`jnl`	Automated Pulmonary Fibrosis Segmentation Using a 3D Multi-Scale Convolutional Encoder-Decoder Approach in Thoracic CT for the Rhesus Macaque with Radiation-Induced Lung Damage. J. Signal Process. Syst. Dong Yang, Giovanni Lasio, Baoshe Zhang, Byong Yi, Shifeng Chen, Yin Zhang, Thomas J. Macvittie, Dimitris N. Metaxas, Jinghao Zhou
2022	J	`jnl`	Automatic Tooth Segmentation from 3D Dental Model using Deep Learning: A Quantitative Analysis of what can be learnt from a Single 3D Dental Model. CoRR Ananya Jana, Hrebesh Molly Subhash, Dimitris N. Metaxas
2022	B	`conf`	Bidirectional Skeleton-Based Isolated Sign Recognition using Graph Convolutional Networks. LREC Konstantinos M. Dafnis, Evgenia Chroni, Carol Neidle, Dimitris N. Metaxas
2022	J	`jnl`	CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation. CoRR Ran Gu, Guotai Wang, Jiangshan Lu, Jingyang Zhang, Wenhui Lei, Yinan Chen, Wenjun Liao, Shichuan Zhang, Kang Li, Dimitris N. Metaxas, Shaoting Zhang
2022	J	`jnl`	Contrastive and Selective Hidden Embeddings for Medical Image Segmentation. CoRR Zhuowei Li, Zihao Liu, Zhiqiang Hu, Qing Xia, Ruiqin Xiong, Shaoting Zhang, Dimitris N. Metaxas, Tingting Jiang
2022	J	`jnl`	DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via A Structure-Specific Generative Method. CoRR Qi Chang, Zhennan Yan, Mu Zhou, Di Liu, Khalid Sawalha, Meng Ye, Qilong Zhangli, Mikael Kanski, Subhi Al'Aref, Leon Axel, Dimitris N. Metaxas
2022	—	`conf`	DeepRecon: Joint 2D Cardiac Segmentation and 3D Volume Reconstruction via a Structure-Specific Generative Method. MICCAI (4) Qi Chang, Zhennan Yan, Mu Zhou, Di Liu, Khalid Sawalha, Meng Ye, Qilong Zhangli, Mikael Kanski, Subhi Al'Aref, Leon Axel, Dimitris N. Metaxas
2022	J	`jnl`	Diffusion Guided Domain Adaptation of Image Generators. CoRR Kunpeng Song, Ligong Han, Bingchen Liu, Dimitris N. Metaxas, Ahmed Elgammal
2022	J	`jnl`	DigestPath: A benchmark dataset with challenge review for the pathological detection and segmentation of digestive-system. Medical Image Anal. Qian Da, Xiaodi Huang, Zhongyu Li, Yanfei Zuo, Chenbin Zhang, Jingxin Liu, Wen Chen, Jiahui Li, Dou Xu, Zhiqiang Hu, Hongmei Yi, Yan Guo, Zhe Wang, Ling Chen, Li Zhang, Xianying He, Xiaofan Zhang, Ke Mei, Chuang Zhu, Weizeng Lu, Linlin Shen, Jun Shi, Jun Li, Sreehari S, Ganapathy Krishnamurthi, Jiangcheng Yang, Tiancheng Lin, Qingyu Song, Xuechen Liu, Simon Graham, Raja Muhammad Saad Bashir, Canqian Yang, Shaofei Qin, Xinmei Tian, Baocai Yin, Jie Zhao, Dimitris N. Metaxas, Hongsheng Li, Chaofu Wang, Shaoting Zhang
2022	J	`jnl`	Enabling AI Innovation via Data and Model Sharing: An Overview of the Nsf Convergence Accelerator Track D. AI Mag. Chaitanya K. Baru, Michael Pozmantier, Ilkay Altintas, Stephen Baek, Jonathan Cohen, Laura E. Condon, Giulia Fanti, Raul Castro Fernandez, Ethan Jackson, Upmanu Lall, Bennett A. Landman, Hai Li, Claudia Marin, Beatriz Martínez-López, Dimitris N. Metaxas, Bradley D. Olsen, Grier P. Page, Yelda Turkan, Jingbo Zhang, Peng Zhang
2022	—	`conf`	Exploiting Unlabeled Data with Vision and Language Models for Object Detection. ECCV (9) Shiyu Zhao, Zhixing Zhang, Samuel Schulter, Long Zhao, B. G. Vijay Kumar, Anastasis Stathopoulos, Manmohan Chandraker, Dimitris N. Metaxas
2022	J	`jnl`	Exploiting Unlabeled Data with Vision and Language Models for Object Detection. CoRR Shiyu Zhao, Zhixing Zhang, Samuel Schulter, Long Zhao, Vijay Kumar B. G, Anastasis Stathopoulos, Manmohan Chandraker, Dimitris N. Metaxas
2022	A*	`conf`	Global Matching with Overlapping Attention for Optical Flow Estimation. CVPR Shiyu Zhao, Long Zhao, Zhixing Zhang, Enyu Zhou, Dimitris N. Metaxas
2022	J	`jnl`	Global Matching with Overlapping Attention for Optical Flow Estimation. CoRR Shiyu Zhao, Long Zhao, Zhixing Zhang, Enyu Zhou, Dimitris N. Metaxas
2022	J	`jnl`	Graph Convolutional Networks for Multi-modality Medical Imaging: Methods, Architectures, and Clinical Applications. CoRR Kexin Ding, Mu Zhou, Zichen Wang, Qiao Liu, Corey W. Arnold, Shaoting Zhang, Dimitris N. Metaxas
2022	J	`jnl`	Hierarchically Self-Supervised Transformer for Human Skeleton Representation Learning. CoRR Yuxiao Chen, Long Zhao, Jianbo Yuan, Yu Tian, Zhaoyang Xia, Shijie Geng, Ligong Han, Dimitris N. Metaxas
2022	—	`conf`	Hierarchically Self-supervised Transformer for Human Skeleton Representation Learning. ECCV (26) Yuxiao Chen, Long Zhao, Jianbo Yuan, Yu Tian, Zhaoyang Xia, Shijie Geng, Ligong Han, Dimitris N. Metaxas
2022	J	`jnl`	In vitro machine learning-based CAR T immunological synapse quality measurements correlate with patient clinical outcomes. PLoS Comput. Biol. Alireza Naghizadeh, Wei-chung Tsao, Jong Hyun Cho, Hongye Xu, Mohab Mohamed, Dali Li, Wei Xiong, Dimitris N. Metaxas, Carlos A. Ramos, Dongfang Liu
2022	—	`conf`	Learned Half-Quadratic Splitting Network for MR Image Reconstruction. MIDL Bingyu Xin, Timothy S. Phan, Leon Axel, Dimitris N. Metaxas
2022	—	`conf`	Learning Interacting Dynamic Systems with Neural Ordinary Differential Equations. DDDAS Song Wen, Hao Wang, Dimitris N. Metaxas
2022	A*	`conf`	Learning Transferable Reward for Query Object Localization with Policy Adaptation. ICLR Tingfeng Li, Shaobo Han, Martin Renqiang Min, Dimitris N. Metaxas
2022	J	`jnl`	Learning Transferable Reward for Query Object Localization with Policy Adaptation. CoRR Tingfeng Li, Shaobo Han, Martin Renqiang Min, Dimitris N. Metaxas
2022	—	`conf`	Modality Bank: Learn multi-modality images across data centers without sharing medical data. EMBC Qi Chang, Hui Qu, Zhennan Yan, Yunhe Gao, Lohendran Baskaran, Dimitris N. Metaxas
2022	J	`jnl`	Modality Bank: Learn multi-modality images across data centers without sharing medical data. CoRR Qi Chang, Hui Qu, Zhennan Yan, Yunhe Gao, Lohendran Baskaran, Dimitris N. Metaxas
2022	—	`conf`	Region Proposal Rectification Towards Robust Instance Segmentation of Biological Images. MICCAI (4) Qilong Zhangli, Jingru Yi, Di Liu, Xiaoxiao He, Zhaoyang Xia, Qi Chang, Ligong Han, Yunhe Gao, Song Wen, Haiming Tang, He Wang, Mu Zhou, Dimitris N. Metaxas
2022	J	`jnl`	Region Proposal Rectification Towards Robust Instance Segmentation of Biological Images. CoRR Qilong Zhangli, Jingru Yi, Di Liu, Xiaoxiao He, Zhaoyang Xia, Haiming Tang, He Wang, Mu Zhou, Dimitris N. Metaxas
2022	J	`jnl`	SCPM-Net: An anchor-free 3D lung nodule detection network using sphere representation and center points matching. Medical Image Anal. Xiangde Luo, Tao Song, Guotai Wang, Jieneng Chen, Yinan Chen, Kang Li, Dimitris N. Metaxas, Shaoting Zhang
2022	J	`jnl`	SINE: SINgle Image Editing with Text-to-Image Diffusion Models. CoRR Zhixing Zhang, Ligong Han, Arnab Ghosh, Dimitris N. Metaxas, Jian Ren
2022	J	`jnl`	Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis From Lung CT Scans With Multi-Scale Guided Dense Attention. IEEE Trans. Medical Imaging Guotai Wang, Shuwei Zhai, Giovanni Lasio, Baoshe Zhang, Byong Yi, Shifeng Chen, Thomas J. Macvittie, Dimitris N. Metaxas, Jinghao Zhou, Shaoting Zhang
2022	J	`jnl`	Semi-supervised medical image segmentation via uncertainty rectified pyramid consistency. Medical Image Anal. Xiangde Luo, Guotai Wang, Wenjun Liao, Jieneng Chen, Tao Song, Yinan Chen, Shichuan Zhang, Dimitris N. Metaxas, Shaoting Zhang
2022	A*	`conf`	Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning. CVPR Ligong Han, Jian Ren, Hsin-Ying Lee, Francesco Barbieri, Kyle Olszewski, Shervin Minaee, Dimitris N. Metaxas, Sergey Tulyakov
2022	J	`jnl`	Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning. CoRR Ligong Han, Jian Ren, Hsin-Ying Lee, Francesco Barbieri, Kyle Olszewski, Shervin Minaee, Dimitris N. Metaxas, Sergey Tulyakov
2022	—	`conf`	Social ODE: Multi-agent Trajectory Forecasting with Neural Ordinary Differential Equations. ECCV (22) Song Wen, Hao Wang, Dimitris N. Metaxas
2022	—	`conf`	Towards Self-Supervised and Weight-preserving Neural Architecture Search. ECCV Workshops (4) Zhuowei Li, Yibo Gao, Zhenzhou Zha, Zhiqiang Hu, Qing Xia, Shaoting Zhang, Dimitris N. Metaxas
2022	J	`jnl`	Towards Self-supervised and Weight-preserving Neural Architecture Search. CoRR Zhuowei Li, Yibo Gao, Zhenzhou Zha, Zhiqiang Hu, Qing Xia, Shaoting Zhang, Dimitris N. Metaxas
2022	—	`conf`	TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation with Transformers. MICCAI (5) Di Liu, Yunhe Gao, Qilong Zhangli, Ligong Han, Xiaoxiao He, Zhaoyang Xia, Song Wen, Qi Chang, Zhennan Yan, Mu Zhou, Dimitris N. Metaxas
2022	J	`jnl`	TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation with Transformers. CoRR Di Liu, Yunhe Gao, Qilong Zhangli, Zhennan Yan, Mu Zhou, Dimitris N. Metaxas
2022	A	`conf`	Understanding ASL Learners' Preferences for a Sign Language Recording and Automatic Feedback System to Support Self-Study. ASSETS Saad Hassan, Sooyeon Lee, Dimitris N. Metaxas, Carol Neidle, Matt Huenerfauth
2022	J	`jnl`	Visual Prompt Tuning for Test-time Domain Adaptation. CoRR Yunhe Gao, Xingjian Shi, Yi Zhu, Hao Wang, Zhiqiang Tang, Xiong Zhou, Mu Li, Dimitris N. Metaxas
2022	J	`jnl`	WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image. Medical Image Anal. Xiangde Luo, Wenjun Liao, Jianghong Xiao, Jieneng Chen, Tao Song, Xiaofan Zhang, Kang Li, Dimitris N. Metaxas, Guotai Wang, Shaoting Zhang
2021	A*	`conf`	A Good Image Generator Is What You Need for High-Resolution Video Synthesis. ICLR Yu Tian, Jian Ren, Menglei Chai, Kyle Olszewski, Xi Peng, Dimitris N. Metaxas, Sergey Tulyakov
2021	J	`jnl`	A Good Image Generator Is What You Need for High-Resolution Video Synthesis. CoRR Yu Tian, Jian Ren, Menglei Chai, Kyle Olszewski, Xi Peng, Dimitris N. Metaxas, Sergey Tulyakov
2021	J	`jnl`	AE-StyleGAN: Improved Training of Style-Based Auto-Encoders. CoRR Ligong Han, Sri Harsha Musunuri, Martin Renqiang Min, Ruijiang Gao, Yu Tian, Dimitris N. Metaxas
2021	A	`conf`	American Sign Language Video Anonymization to Support Online Participation of Deaf and Hard of Hearing Users. ASSETS Sooyeon Lee, Abraham Glasser, Becca Dingman, Zhaoyang Xia, Dimitris N. Metaxas, Carol Neidle, Matt Huenerfauth
2021	—	`conf`	An Unsupervised 3D Recurrent Neural Network for Slice Misalignment Correction in Cardiac MR Imaging. STACOM@MICCAI Qi Chang, Zhennan Yan, Meng Ye, Mikael Kanski, Subhi Al'Aref, Leon Axel, Dimitris N. Metaxas
2021	A*	`conf`	CrossNorm and SelfNorm for Generalization under Distribution Shifts. ICCV Zhiqiang Tang, Yunhe Gao, Yi Zhu, Zhi Zhang, Mu Li, Dimitris N. Metaxas
2021	A*	`conf`	Deep Animation Video Interpolation in the Wild. CVPR Li Siyao, Shiyu Zhao, Weijiang Yu, Wenxiu Sun, Dimitris N. Metaxas, Chen Change Loy, Ziwei Liu
2021	J	`jnl`	Deep Animation Video Interpolation in the Wild. CoRR Li Siyao, Shiyu Zhao, Weijiang Yu, Wenxiu Sun, Dimitris N. Metaxas, Chen Change Loy, Ziwei Liu
2021	A*	`conf`	DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images. CVPR Meng Ye, Mikael Kanski, Dong Yang, Qi Chang, Zhennan Yan, Qiaoying Huang, Leon Axel, Dimitris N. Metaxas
2021	J	`jnl`	DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images. CoRR Meng Ye, Mikael Kanski, Dong Yang, Qi Chang, Zhennan Yan, Qiaoying Huang, Leon Axel, Dimitris N. Metaxas
2021	A*	`conf`	Dual Projection Generative Adversarial Networks for Conditional Image Generation. ICCV Ligong Han, Martin Renqiang Min, Anastasis Stathopoulos, Yu Tian, Ruijiang Gao, Asim Kadav, Dimitris N. Metaxas
2021	J	`jnl`	Dual Projection Generative Adversarial Networks for Conditional Image Generation. CoRR Ligong Han, Martin Renqiang Min, Anastasis Stathopoulos, Yu Tian, Ruijiang Gao, Asim Kadav, Dimitris N. Metaxas
2021	J	`jnl`	Dynamic MRI reconstruction with end-to-end motion-guided network. Medical Image Anal. Qiaoying Huang, Yikun Xian, Dong Yang, Hui Qu, Jingru Yi, Pengxiang Wu, Dimitris N. Metaxas
2021	—	`conf`	Enabling Data Diversity: Efficient Automatic Augmentation via Regularized Adversarial Training. IPMI Yunhe Gao, Zhiqiang Tang, Mu Zhou, Dimitris N. Metaxas
2021	J	`jnl`	Enabling Data Diversity: Efficient Automatic Augmentation via Regularized Adversarial Training. CoRR Yunhe Gao, Zhiqiang Tang, Mu Zhou, Dimitris N. Metaxas
2021	J	`jnl`	Few-Shot Learning by a Cascaded Framework With Shape-Constrained Pseudo Label Assessment for Whole Heart Segmentation. IEEE Trans. Medical Imaging Wenji Wang, Qing Xia, Zhiqiang Hu, Zhennan Yan, Zhuowei Li, Yang Wu, Ning Huang, Yue Gao, Dimitris N. Metaxas, Shaoting Zhang
2021	J	`jnl`	FocusNetv2: Imbalanced Large and Small Organ Segmentation with Adversarial Shape Constraint for Head and Neck CT Images. CoRR Yunhe Gao, Rui Huang, Yiwei Yang, Jie Zhang, Kainan Shao, Changjuan Tao, Yuanyuan Chen, Dimitris N. Metaxas, Hongsheng Li, Ming Chen
2021	J	`jnl`	FocusNetv2: Imbalanced large and small organ segmentation with adversarial shape constraint for head and neck CT images. Medical Image Anal. Yunhe Gao, Rui Huang, Yiwei Yang, Jie Zhang, Kainan Shao, Changjuan Tao, Yuanyuan Chen, Dimitris N. Metaxas, Hongsheng Li, Ming Chen
2021	J	`jnl`	Global and Local Interpretation of black-box Machine Learning models to determine prognostic factors from early COVID-19 data. CoRR Ananya Jana, Carlos D. Minacapelli, Vinod Rustgi, Dimitris N. Metaxas
2021	J	`jnl`	Greedy auto-augmentation for n-shot learning using deep neural networks. Neural Networks Alireza Naghizadeh, Dimitris N. Metaxas, Dongfang Liu
2021	J	`jnl`	Guest editorial: Deep learning for medical image analysis. Neurocomputing Hongsheng Li, Shaoting Zhang, Dimitris N. Metaxas
2021	—	`conf`	Hybrid Supervision Learning for Pathology Whole Slide Image Classification. MICCAI (8) Jiahui Li, Wen Chen, Xiaodi Huang, Shuang Yang, Zhiqiang Hu, Qi Duan, Dimitris N. Metaxas, Hongsheng Li, Shaoting Zhang
2021	A*	`conf`	Improved Transformer for High-Resolution GANs. NeurIPS Long Zhao, Zizhao Zhang, Ting Chen, Dimitris N. Metaxas, Han Zhang
2021	J	`jnl`	Improved Transformer for High-Resolution GANs. CoRR Long Zhao, Zizhao Zhang, Ting Chen, Dimitris N. Metaxas, Han Zhang
2021	J	`jnl`	Learned Half-Quadratic Splitting Network for Magnetic Resonance Image Reconstruction. CoRR Bingyu Xin, Timothy S. Phan, Leon Axel, Dimitris N. Metaxas
2021	A*	`conf`	Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization. CVPR Long Zhao, Yuxiao Wang, Jiaping Zhao, Liangzhe Yuan, Jennifer J. Sun, Florian Schroff, Hartwig Adam, Xi Peng, Dimitris N. Metaxas, Ting Liu
2021	—	`conf`	Liver Fibrosis And NAS Scoring From CT Images Using Self-Supervised Learning And Texture Encoding. ISBI Ananya Jana, Hui Qu, Carlos D. Minacapelli, Carolyn Catalano, Vinod Rustgi, Dimitris N. Metaxas
2021	J	`jnl`	Liver Fibrosis and NAS scoring from CT images using self-supervised learning and texture encoding. CoRR Ananya Jana, Hui Qu, Carlos D. Minacapelli, Carolyn Catalano, Vinod Rustgi, Dimitris N. Metaxas
2021	J	`jnl`	Mixed Supervision Learning for Whole Slide Image Classification. CoRR Jiahui Li, Wen Chen, Xiaodi Huang, Zhiqiang Hu, Qi Duan, Hongsheng Li, Dimitris N. Metaxas, Shaoting Zhang
2021	J	`jnl`	More Than Just Attention: Learning Cross-Modal Attentions with Contrastive Constraints. CoRR Yuxiao Chen, Jianbo Yuan, Long Zhao, Rui Luo, Larry Davis, Dimitris N. Metaxas
2021	J	`jnl`	Multi-Stage Feature Fusion Network for Video Super-Resolution. IEEE Trans. Image Process. Huihui Song, Wenjie Xu, Dong Liu, Bo Liu, Qingshan Liu, Dimitris N. Metaxas
2021	J	`jnl`	Object-Guided Instance Segmentation With Auxiliary Feature Refinement for Biological Images. CoRR Jingru Yi, Pengxiang Wu, Hui Tang, Bo Liu, Qiaoying Huang, Hui Qu, Lianyi Han, Wei Fan, Daniel J. Hoeppner, Dimitris N. Metaxas
2021	J	`jnl`	Object-Guided Instance Segmentation With Auxiliary Feature Refinement for Biological Images. IEEE Trans. Medical Imaging Jingru Yi, Pengxiang Wu, Hui Tang, Bo Liu, Qiaoying Huang, Hui Qu, Lianyi Han, Wei Fan, Daniel J. Hoeppner, Dimitris N. Metaxas
2021	A	`conf`	Oriented Object Detection in Aerial Images with Box Boundary-Aware Vectors. WACV Jingru Yi, Pengxiang Wu, Bo Liu, Qiaoying Huang, Hui Qu, Dimitris N. Metaxas
2021	—	`conf`	Refined Deep Layer Aggregation for Multi-Disease, Multi-View & Multi-Center Cardiac MR Segmentation. STACOM@MICCAI Di Liu, Zhennan Yan, Qi Chang, Leon Axel, Dimitris N. Metaxas
2021	J	`jnl`	SCPM-Net: An Anchor-free 3D Lung Nodule Detection Network using Sphere Representation and Center Points Matching. CoRR Xiangde Luo, Tao Song, Guotai Wang, Jieneng Chen, Yinan Chen, Kang Li, Dimitris N. Metaxas, Shaoting Zhang
2021	J	`jnl`	SelfNorm and CrossNorm for Out-of-Distribution Robustness. CoRR Zhiqiang Tang, Yunhe Gao, Yi Zhu, Zhi Zhang, Mu Li, Dimitris N. Metaxas
2021	A*	`conf`	Semantic Aware Data Augmentation for Cell Nuclei Microscopical Images with Artificial Neural Networks. ICCV Alireza Naghizadeh, Hongye Xu, Mohab Mohamed, Dimitris N. Metaxas, Dongfang Liu
2021	J	`jnl`	Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis from Lung CT Scans with Multi-Scale Guided Dense Attention. CoRR Guotai Wang, Shuwei Zhai, Giovanni Lasio, Baoshe Zhang, Byong Yi, Shifeng Chen, Thomas J. Macvittie, Dimitris N. Metaxas, Jinghao Zhou, Shaoting Zhang
2021	A*	`conf`	Stochastic Transformer Networks with Linear Competing Units: Application to end-to-end SL Translation. ICCV Andreas Voskou, Konstantinos P. Panousis, Dimitrios I. Kosmopoulos, Dimitris N. Metaxas, Sotirios Chatzis
2021	J	`jnl`	Stochastic Transformer Networks with Linear Competing Units: Application to end-to-end SL Translation. CoRR Andreas Voskou, Konstantinos P. Panousis, Dimitrios I. Kosmopoulos, Dimitris N. Metaxas, Sotirios Chatzis
2021	J	`jnl`	Surgical planning of pelvic tumor using multi-view CNN with relation-context representation learning. Medical Image Anal. Yang Qu, Xiaomin Li, Zhennan Yan, Liang Zhao, Lichi Zhang, Chang Liu, Shuaining Xie, Kang Li, Dimitris N. Metaxas, Wen Wu, Yongqiang Hao, Kerong Dai, Shaoting Zhang, Xiaofeng Tao, Songtao Ai
2021	J	`jnl`	Training Federated GANs with Theoretical Guarantees: A Universal Aggregation Approach. CoRR Yikai Zhang, Hui Qu, Qi Chang, Huidong Liu, Dimitris N. Metaxas, Chao Chen
2021	J	`jnl`	Training of computational algorithms to predict NAFLD activity score and fibrosis stage from liver histopathology slides. Comput. Methods Programs Biomed. Hui Qu, Carlos D. Minacapelli, Christopher Tait, Kapil Gupta, Abhishek Bhurwal, Carolyn Catalano, Randa Dafalla, Dimitris N. Metaxas, Vinod Rustgi
2021	—	`conf`	UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation. MICCAI (3) Yunhe Gao, Mu Zhou, Dimitris N. Metaxas
2021	J	`jnl`	UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation. CoRR Yunhe Gao, Mu Zhou, Dimitris N. Metaxas
2021	J	`jnl`	Variational Bayesian Sequence-to-Sequence Networks for Memory-Efficient Sign Language Translation. CoRR Harris Partaourides, Andreas Voskou, Dimitrios I. Kosmopoulos, Sotirios Chatzis, Dimitris N. Metaxas
2020	A*	`conf`	A Topological Filter for Learning with Label Noise. NeurIPS Pengxiang Wu, Songzhu Zheng, Mayank Goswami, Dimitris N. Metaxas, Chao Chen
2020	J	`jnl`	A Topological Filter for Learning with Label Noise. CoRR Pengxiang Wu, Songzhu Zheng, Mayank Goswami, Dimitris N. Metaxas, Chao Chen
2020	—	`conf`	Active Scene Classification via Dynamically Learning Prototypical Views. DDDAS Zachary A. Daniels, Dimitris N. Metaxas
2020	—	`conf`	Cardiac MR Image Sequence Segmentation with Temporal Motion Encoding. ECCV Workshops (1) Pengxiang Wu, Qiaoying Huang, Jingru Yi, Hui Qu, Meng Ye, Leon Axel, Dimitris N. Metaxas
2020	B	`conf`	Condensed Silhouette: An Optimized Filtering Process for Cluster Selection in K-Means. KES Alireza Naghizadeh, Dimitris N. Metaxas
2020	C	`conf`	Deep Learning based NAS Score and Fibrosis Stage Prediction from CT and Pathology Data. BIBE Ananya Jana, Hui Qu, Puru Rattan, Carlos D. Minacapelli, Vinod Rustgi, Dimitris N. Metaxas
2020	J	`jnl`	Deep Learning based NAS Score and Fibrosis Stage Prediction from CT and Pathology Data. CoRR Ananya Jana, Hui Qu, Puru Rattan, Carlos D. Minacapelli, Vinod Rustgi, Dimitris N. Metaxas
2020	A*	`conf`	Deep Subspace Clustering with Data Augmentation. NeurIPS Mahdi Abavisani, Alireza Naghizadeh, Dimitris N. Metaxas, Vishal M. Patel
2020	J	`jnl`	Dual Iterative Hard Thresholding. J. Mach. Learn. Res. Xiao-Tong Yuan, Bo Liu, Lezi Wang, Qingshan Liu, Dimitris N. Metaxas
2020	—	`conf`	Enhanced MRI Reconstruction Network Using Neural Architecture Search. MLMI@MICCAI Qiaoying Huang, Dong Yang, Yikun Xian, Pengxiang Wu, Jingru Yi, Hui Qu, Dimitris N. Metaxas
2020	J	`jnl`	Enhanced MRI Reconstruction Network using Neural Architecture Search. CoRR Qiaoying Huang, Dong Yang, Yikun Xian, Pengxiang Wu, Jingru Yi, Hui Qu, Dimitris N. Metaxas
2020	A*	`conf`	Error-Bounded Correction of Noisy Labels. ICML Songzhu Zheng, Pengxiang Wu, Aman Goswami, Mayank Goswami, Dimitris N. Metaxas, Chao Chen
2020	J	`jnl`	Error-Bounded Correction of Noisy Labels. CoRR Songzhu Zheng, Pengxiang Wu, Aman Goswami, Mayank Goswami, Dimitris N. Metaxas, Chao Chen
2020	J	`jnl`	GNM: GridCell navigational model. Expert Syst. Appl. Alireza Naghizadeh, Samaneh Berenjian, David J. Margolis, Dimitris N. Metaxas
2020	J	`jnl`	Greedy AutoAugment. Pattern Recognit. Lett. Alireza Naghizadeh, Mohammadsajad Abavisani, Dimitris N. Metaxas
2020	J	`jnl`	Guest Editorial Special Issue on Adversarial Learning in Computational Intelligence. IEEE Trans. Emerg. Top. Comput. Intell. Zixing Zhang, Dimitris N. Metaxas, Hung-yi Lee, Björn W. Schuller
2020	A*	`conf`	Knowledge As Priors: Cross-Modal Knowledge Generalization for Datasets Without Superior Knowledge. CVPR Long Zhao, Xi Peng, Yuxiao Chen, Mubbasir Kapadia, Dimitris N. Metaxas
2020	J	`jnl`	Knowledge as Priors: Cross-Modal Knowledge Generalization for Datasets without Superior Knowledge. CoRR Long Zhao, Xi Peng, Yuxiao Chen, Mubbasir Kapadia, Dimitris N. Metaxas
2020	—	`conf`	Learn Distributed GAN with Temporary Discriminators. ECCV (27) Hui Qu, Yikai Zhang, Qi Chang, Zhennan Yan, Chao Chen, Dimitris N. Metaxas
2020	J	`jnl`	Learn distributed GAN with Temporary Discriminators. CoRR Hui Qu, Yikai Zhang, Qi Chang, Zhennan Yan, Chao Chen, Dimitris N. Metaxas
2020	—	`conf`	Learning Trailer Moments in Full-Length Movies with Co-Contrastive Attention. ECCV (18) Lezi Wang, Dong Liu, Rohit Puri, Dimitris N. Metaxas
2020	J	`jnl`	Learning Trailer Moments in Full-Length Movies. CoRR Lezi Wang, Dong Liu, Rohit Puri, Dimitris N. Metaxas
2020	J	`jnl`	Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization. CoRR Long Zhao, Yuxiao Wang, Jiaping Zhao, Liangzhe Yuan, Jennifer J. Sun, Florian Schroff, Hartwig Adam, Xi Peng, Dimitris N. Metaxas, Ting Liu
2020	A*	`conf`	Local Regularizer Improves Generalization. AAAI Yikai Zhang, Hui Qu, Dimitris N. Metaxas, Chao Chen
2020	A*	`conf`	Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness. NeurIPS Long Zhao, Ting Liu, Xi Peng, Dimitris N. Metaxas
2020	J	`jnl`	Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness. CoRR Long Zhao, Ting Liu, Xi Peng, Dimitris N. Metaxas
2020	—	`conf`	Measure Anatomical Thickness from Cardiac MRI with Deep Neural Networks. M&Ms and EMIDEC/STACOM@MICCAI Qiaoying Huang, Eric Z. Chen, Hanchao Yu, Yimo Guo, Terrence Chen, Dimitris N. Metaxas, Shanhui Sun
2020	J	`jnl`	Measure Anatomical Thickness from Cardiac MRI with Deep Neural Networks. CoRR Qiaoying Huang, Eric Z. Chen, Hanchao Yu, Yimo Guo, Terrence Chen, Dimitris N. Metaxas, Shanhui Sun
2020	A*	`conf`	MotionNet: Joint Perception and Motion Prediction for Autonomous Driving Based on Bird's Eye View Maps. CVPR Pengxiang Wu, Siheng Chen, Dimitris N. Metaxas
2020	J	`jnl`	MotionNet: Joint Perception and Motion Prediction for Autonomous Driving Based on Bird's Eye View Maps. CoRR Pengxiang Wu, Siheng Chen, Dimitris N. Metaxas
2020	—	`conf`	Mri-Based Characterization of Left Ventricle Dyssynchrony with Correlation to Crt Outcomes. ISBI Dong Yang, Qiaoying Huang, Mikael Kanski, Subhi Al'Aref, Leon Axel, Dimitris N. Metaxas
2020	J	`jnl`	Multi-modal AsynDGAN: Learn From Distributed Medical Image Data without Sharing Private Information. CoRR Qi Chang, Zhennan Yan, Lohendran Baskaran, Hui Qu, Yikai Zhang, Tong Zhang, Shaoting Zhang, Dimitris N. Metaxas
2020	—	`conf`	Nuclei Segmentation Using Mixed Points and Masks Selected From Uncertainty. ISBI Hui Qu, Jingru Yi, Qiaoying Huang, Pengxiang Wu, Dimitris N. Metaxas
2020	A*	`conf`	Object-Guided Instance Segmentation for Biological Images. AAAI Jingru Yi, Hui Tang, Pengxiang Wu, Bo Liu, Daniel J. Hoeppner, Dimitris N. Metaxas, Lianyi Han, Wei Fan
2020	—	`conf`	OnlineAugment: Online Data Augmentation with Less Domain Knowledge. ECCV (7) Zhiqiang Tang, Yunhe Gao, Leonid Karlinsky, Prasanna Sattigeri, Rogério Feris, Dimitris N. Metaxas
2020	J	`jnl`	OnlineAugment: Online Data Augmentation with Less Domain Knowledge. CoRR Zhiqiang Tang, Yunhe Gao, Leonid Karlinsky, Prasanna Sattigeri, Rogério Feris, Dimitris N. Metaxas
2020	J	`jnl`	Oriented Object Detection in Aerial Images with Box Boundary-Aware Vectors. CoRR Jingru Yi, Pengxiang Wu, Bo Liu, Qiaoying Huang, Hui Qu, Dimitris N. Metaxas
2020	—	`conf`	PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data. M&Ms and EMIDEC/STACOM@MICCAI Meng Ye, Qiaoying Huang, Dong Yang, Pengxiang Wu, Jingru Yi, Leon Axel, Dimitris N. Metaxas
2020	J	`jnl`	PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data. CoRR Meng Ye, Qiaoying Huang, Dong Yang, Pengxiang Wu, Jingru Yi, Leon Axel, Dimitris N. Metaxas
2020	A*	`conf`	Robust Conditional GAN from Uncertainty-Aware Pairwise Comparisons. AAAI Ligong Han, Ruijiang Gao, Mun Kim, Xin Tao, Bo Liu, Dimitris N. Metaxas
2020	—	`conf`	Segmentation to Label: Automatic Coronary Artery Labeling from Mask Parcellation. MLMI@MICCAI Zhuowei Li, Qing Xia, Wenji Wang, Zhennan Yan, Ruohan Yin, Changjie Pan, Dimitris N. Metaxas
2020	—	`conf`	Soft-Label Guided Semi-Supervised Learning for Bi-Ventricle Segmentation in Cardiac Cine MRI. ISBI Qi Chang, Zhennan Yan, Yixuan Lou, Leon Axel, Dimitris N. Metaxas
2020	A*	`conf`	Synthetic Learning: Learn From Distributed Asynchronized Discriminator GAN Without Sharing Medical Image Data. CVPR Qi Chang, Hui Qu, Yikai Zhang, Mert R. Sabuncu, Chao Chen, Tong Zhang, Dimitris N. Metaxas
2020	J	`jnl`	Synthetic Learning: Learn From Distributed Asynchronized Discriminator GAN Without Sharing Medical Image Data. CoRR Qi Chang, Hui Qu, Yikai Zhang, Mert R. Sabuncu, Chao Chen, Tong Zhang, Dimitris N. Metaxas
2020	J	`jnl`	Towards Efficient U-Nets: A Coupled and Quantized Approach. IEEE Trans. Pattern Anal. Mach. Intell. Zhiqiang Tang, Xi Peng, Kang Li, Dimitris N. Metaxas
2020	J	`jnl`	Towards Image-to-Video Translation: A Structure-Aware Approach via Multi-stage Generative Adversarial Networks. Int. J. Comput. Vis. Long Zhao, Xi Peng, Yu Tian, Mubbasir Kapadia, Dimitris N. Metaxas
2020	J	`jnl`	Unbiased Auxiliary Classifier GANs with MINE. CoRR Ligong Han, Anastasis Stathopoulos, Tao Xue, Dimitris N. Metaxas
2020	—	`conf`	Variational Bayesian Sequence-to-Sequence Networks for Memory-Efficient Sign Language Translation. ISVC (2) Harris Partaourides, Andreas Voskou, Dimitrios I. Kosmopoulos, Sotirios Chatzis, Dimitris N. Metaxas
2020	—	`conf`	Vertebra-Focused Landmark Detection for Scoliosis Assessment. ISBI Jingru Yi, Pengxiang Wu, Qiaoying Huang, Hui Qu, Dimitris N. Metaxas
2020	J	`jnl`	Vertebra-Focused Landmark Detection for Scoliosis Assessment. CoRR Jingru Yi, Pengxiang Wu, Qiaoying Huang, Hui Qu, Dimitris N. Metaxas
2020	J	`jnl`	Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images. CoRR Hui Qu, Pengxiang Wu, Qiaoying Huang, Jingru Yi, Zhennan Yan, Kang Li, Gregory M. Riedlinger, Subhajyoti De, Shaoting Zhang, Dimitris N. Metaxas
2020	J	`jnl`	Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images. IEEE Trans. Medical Imaging Hui Qu, Pengxiang Wu, Qiaoying Huang, Jingru Yi, Zhennan Yan, Kang Li, Gregory M. Riedlinger, Subhajyoti De, Shaoting Zhang, Dimitris N. Metaxas
2019	J	`jnl`	2nd Place Solution to the GQA Challenge 2019. CoRR Shijie Geng, Ji Zhang, Hang Zhang, Ahmed Elgammal, Dimitris N. Metaxas
2019	J	`jnl`	A coupled encoder-decoder network for joint face detection and landmark localization. Image Vis. Comput. Lezi Wang, Xiang Yu, Thirimachos Bourlai, Dimitris N. Metaxas
2019	J	`jnl`	ASSD: Attentive Single Shot Multibox Detector. CoRR Jingru Yi, Pengxiang Wu, Dimitris N. Metaxas
2019	J	`jnl`	ASSD: Attentive single shot multibox detector. Comput. Vis. Image Underst. Jingru Yi, Pengxiang Wu, Dimitris N. Metaxas
2019	A*	`conf`	AdaTransform: Adaptive Data Transformation. ICCV Zhiqiang Tang, Xi Peng, Tingfeng Li, Yizhe Zhu, Dimitris N. Metaxas
2019	A	`conf`	Attention-based Facial Behavior Analytics inSocial Communication. BMVC Lezi Wang, Chongyang Bai, Maksim Bolonkin, Judee K. Burgoon, Norah E. Dunbar, V. S. Subrahmanian, Dimitris N. Metaxas
2019	J	`jnl`	Attentive neural cell instance segmentation. Medical Image Anal. Jingru Yi, Pengxiang Wu, Menglin Jiang, Qiaoying Huang, Daniel J. Hoeppner, Dimitris N. Metaxas
2019	—	`conf`	Brain Segmentation from k-Space with End-to-End Recurrent Attention Network. MICCAI (3) Qiaoying Huang, Xiao Chen, Dimitris N. Metaxas, Mariappan S. Nadar
2019	J	`jnl`	Cartoonish sketch-based face editing in videos using identity deformation transfer. Comput. Graph. Long Zhao, Fangda Han, Xi Peng, Xun Zhang, Mubbasir Kapadia, Vladimir Pavlovic, Dimitris N. Metaxas
2019	—	`conf`	Collaborative Multi-agent Learning for MR Knee Articular Cartilage Segmentation. MICCAI (2) Chaowei Tan, Zhennan Yan, Shaoting Zhang, Kang Li, Dimitris N. Metaxas
2019	J	`jnl`	Collaborative Multi-agent Learning for MR Knee Articular Cartilage Segmentation. CoRR Chaowei Tan, Zhennan Yan, Shaoting Zhang, Kang Li, Dimitris N. Metaxas
2019	A	`conf`	Construct Dynamic Graphs for Hand Gesture Recognition via Spatial-Temporal Attention. BMVC Yuxiao Chen, Long Zhao, Xi Peng, Jianbo Yuan, Dimitris N. Metaxas
2019	J	`jnl`	Construct Dynamic Graphs for Hand Gesture Recognition via Spatial-Temporal Attention. CoRR Yuxiao Chen, Long Zhao, Xi Peng, Jianbo Yuan, Dimitris N. Metaxas
2019	—	`conf`	Context-Refined Neural Cell Instance Segmentation. ISBI Jingru Yi, Pengxiang Wu, Qiaoying Huang, Hui Qu, Daniel J. Hoeppner, Dimitris N. Metaxas
2019	—	`conf`	Deep Attentive Feature Learning for Histopathology Image Classification. ISBI Pengxiang Wu, Hui Qu, Jingru Yi, Qiaoying Huang, Chao Chen, Dimitris N. Metaxas
2019	A	`conf`	Distributed Inexact Newton-type Pursuit for Non-convex Sparse Learning. AISTATS Bo Liu, Xiao-Tong Yuan, Lezi Wang, Qingshan Liu, Junzhou Huang, Dimitris N. Metaxas
2019	—	`conf`	Dynamic MRI Reconstruction with Motion-Guided Network. MIDL Qiaoying Huang, Dong Yang, Hui Qu, Jingru Yi, Pengxiang Wu, Dimitris N. Metaxas
2019	J	`jnl`	Effective 3D Humerus and Scapula Extraction using Low-contrast and High-shape-variability MR Data. CoRR Xiaoxiao He, Chaowei Tan, Yuting Qiao, Virak Tan, Dimitris N. Metaxas, Kang Li
2019	—	`conf`	Effective 3D humerus and scapula extraction using low-contrast and high-shape-variability MR data. Biomedical Applications in Molecular, Structural, and Functional Imaging Xiaoxiao He, Chaowei Tan, Yuting Qiao, Virak Tan, Dimitris N. Metaxas, Kang Li
2019	—	`conf`	Exploiting Visual and Report-Based Information for Chest X-RAY Analysis by Jointly Learning Visual Classifiers and Topic Models. ISBI Zachary A. Daniels, Dimitris N. Metaxas
2019	—	`conf`	FR-Net: Joint Reconstruction and Segmentation in Compressed Sensing Cardiac MRI. FIMH Qiaoying Huang, Dong Yang, Jingru Yi, Leon Axel, Dimitris N. Metaxas
2019	—	`conf`	Fully Automatic Segmentation Of Short-Axis Cardiac MRI Using Modified Deep Layer Aggregation. ISBI Zhongyu Li, Yixuan Lou, Zhennan Yan, Subhi Al'Aref, James K. Min, Leon Axel, Dimitris N. Metaxas
2019	J	`jnl`	Greedy AutoAugment. CoRR Alireza Naghizadeh, Mohammadsajad Abavisani, Dimitris N. Metaxas
2019	A*	`conf`	Heuristic Search for Homology Localization Problem and Its Application in Cardiac Trabeculae Reconstruction. IJCAI Xudong Zhang, Pengxiang Wu, Changhe Yuan, Yusu Wang, Dimitris N. Metaxas, Chao Chen
2019	—	`conf`	Improving Nuclei/Gland Instance Segmentation in Histopathology Images by Full Resolution Neural Network and Spatial Constrained Loss. MICCAI (1) Hui Qu, Zhennan Yan, Gregory M. Riedlinger, Subhajyoti De, Dimitris N. Metaxas
2019	—	`conf`	Joint Segmentation and Fine-Grained Classification of Nuclei in Histopathology Images. ISBI Hui Qu, Gregory M. Riedlinger, Pengxiang Wu, Qiaoying Huang, Jingru Yi, Subhajyoti De, Dimitris N. Metaxas
2019	—	`conf`	MRI Reconstruction Via Cascaded Channel-Wise Attention Network. ISBI Qiaoying Huang, Dong Yang, Pengxiang Wu, Hui Qu, Jingru Yi, Dimitris N. Metaxas
2019	—	`conf`	Multi-scale Cell Instance Segmentation with Keypoint Graph Based Bounding Boxes. MICCAI (1) Jingru Yi, Pengxiang Wu, Qiaoying Huang, Hui Qu, Bo Liu, Daniel J. Hoeppner, Dimitris N. Metaxas
2019	J	`jnl`	Multi-scale Cell Instance Segmentation with Keypoint Graph based Bounding Boxes. CoRR Jingru Yi, Pengxiang Wu, Qiaoying Huang, Hui Qu, Bo Liu, Daniel J. Hoeppner, Dimitris N. Metaxas
2019	J	`jnl`	Object-Guided Instance Segmentation for Biological Images. CoRR Jingru Yi, Hui Tang, Pengxiang Wu, Bo Liu, Daniel J. Hoeppner, Dimitris N. Metaxas, Lianyi Han, Wei Fan
2019	—	`conf`	Online Neural Cell Tracking Using Blob-Seed Segmentation and Optical Flow. CVPR Workshops Jingru Yi, Pengxiang Wu, Qiaoying Huang, Hui Qu, Daniel J. Hoeppner, Dimitris N. Metaxas
2019	A*	`conf`	Point Cloud Processing via Recurrent Set Encoding. AAAI Pengxiang Wu, Chao Chen, Jingru Yi, Dimitris N. Metaxas
2019	J	`jnl`	Point Cloud Processing via Recurrent Set Encoding. CoRR Pengxiang Wu, Chao Chen, Jingru Yi, Dimitris N. Metaxas
2019	J	`jnl`	Predicting 3-D Lower Back Joint Load in Lifting: A Deep Pose Estimation Approach. IEEE Trans. Hum. Mach. Syst. Rahil Mehrizi, Xi Peng, Dimitris N. Metaxas, Xu Xu, Shaoting Zhang, Kang Li
2019	A*	`conf`	Rethinking Kernel Methods for Node Representation Learning on Graphs. NeurIPS Yu Tian, Long Zhao, Xi Peng, Dimitris N. Metaxas
2019	J	`jnl`	Rethinking Kernel Methods for Node Representation Learning on Graphs. CoRR Yu Tian, Long Zhao, Xi Peng, Dimitris N. Metaxas
2019	J	`jnl`	Robust Conditional GAN from Uncertainty-Aware Pairwise Comparisons. CoRR Ligong Han, Ruijiang Gao, Mun Kim, Xin Tao, Bo Liu, Dimitris N. Metaxas
2019	A*	`conf`	Self-Attention Generative Adversarial Networks. ICML Han Zhang, Ian J. Goodfellow, Dimitris N. Metaxas, Augustus Odena
2019	A*	`conf`	Semantic Graph Convolutional Networks for 3D Human Pose Regression. CVPR Long Zhao, Xi Peng, Yu Tian, Mubbasir Kapadia, Dimitris N. Metaxas
2019	J	`jnl`	Semantic Graph Convolutional Networks for 3D Human Pose Regression. CoRR Long Zhao, Xi Peng, Yu Tian, Mubbasir Kapadia, Dimitris N. Metaxas
2019	A*	`conf`	Sharpen Focus: Learning With Attention Separability and Consistency. ICCV Lezi Wang, Ziyan Wu, Srikrishna Karanam, Kuan-Chuan Peng, Rajat Vikram Singh, Bo Liu, Dimitris N. Metaxas
2019	J	`jnl`	StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks. IEEE Trans. Pattern Anal. Mach. Intell. Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaogang Wang, Xiaolei Huang, Dimitris N. Metaxas
2019	A*	`conf`	Taming the Noisy Gradient: Train Deep Neural Networks with Small Batch Sizes. IJCAI Yikai Zhang, Hui Qu, Chao Chen, Dimitris N. Metaxas
2019	—	`conf`	Unsupervised Domain Adaptation via Calibrating Uncertainties. CVPR Workshops Ligong Han, Yang Zou, Ruijiang Gao, Lezi Wang, Dimitris N. Metaxas
2019	J	`jnl`	Unsupervised Domain Adaptation via Calibrating Uncertainties. CoRR Ligong Han, Yang Zou, Ruijiang Gao, Lezi Wang, Dimitris N. Metaxas
2019	—	`conf`	Weakly Supervised Deep Nuclei Segmentation using Points Annotation in Histopathology Images. MIDL Hui Qu, Pengxiang Wu, Qiaoying Huang, Jingru Yi, Gregory M. Riedlinger, Subhajyoti De, Dimitris N. Metaxas
2018	—	`conf`	3D LV Probabilistic Segmentation in Cardiac MRI Using Generative Adversarial Network. STACOM@MICCAI Dong Yang, Bo Liu, Leon Axel, Dimitris N. Metaxas
2018	A*	`conf`	CR-GAN: Learning Complete Representations for Multi-view Generation. IJCAI Yu Tian, Xi Peng, Long Zhao, Shaoting Zhang, Dimitris N. Metaxas
2018	J	`jnl`	CR-GAN: Learning Complete Representations for Multi-view Generation. CoRR Yu Tian, Xi Peng, Long Zhao, Shaoting Zhang, Dimitris N. Metaxas
2018	A	`conf`	CU-Net: Coupled U-Nets. BMVC Zhiqiang Tang, Xi Peng, Shijie Geng, Yizhe Zhu, Dimitris N. Metaxas
2018	J	`jnl`	CU-Net: Coupled U-Nets. CoRR Zhiqiang Tang, Xi Peng, Shijie Geng, Yizhe Zhu, Dimitris N. Metaxas
2018	—	`conf`	Deep multi-task and task-specific feature learning network for robust shape preserved organ segmentation. ISBI Chaowei Tan, Liang Zhao, Zhennan Yan, Kang Li, Dimitris N. Metaxas, Yiqiang Zhan
2018	—	`conf`	Improving GANs Using Optimal Transport. ICLR (Poster) Tim Salimans, Han Zhang, Alec Radford, Dimitris N. Metaxas
2018	J	`jnl`	Improving GANs Using Optimal Transport. CoRR Tim Salimans, Han Zhang, Alec Radford, Dimitris N. Metaxas
2018	—	`conf`	Instance Segmentation of Neural Cells. ECCV Workshops (6) Jingru Yi, Pengxiang Wu, Menglin Jiang, Daniel J. Hoeppner, Dimitris N. Metaxas
2018	A*	`conf`	Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation. CVPR Xi Peng, Zhiqiang Tang, Fei Yang, Rogério Schmidt Feris, Dimitris N. Metaxas
2018	J	`jnl`	Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation. CoRR Xi Peng, Zhiqiang Tang, Fei Yang, Rogério Schmidt Feris, Dimitris N. Metaxas
2018	—	`conf`	Learning to Forecast and Refine Residual Motion for Image-to-Video Generation. ECCV (15) Long Zhao, Xi Peng, Yu Tian, Mubbasir Kapadia, Dimitris N. Metaxas
2018	J	`jnl`	Learning to Forecast and Refine Residual Motion for Image-to-Video Generation. CoRR Long Zhao, Xi Peng, Yu Tian, Mubbasir Kapadia, Dimitris N. Metaxas
2018	B	`conf`	Linguistically-driven Framework for Computationally Efficient and Scalable Sign Recognition. LREC Dimitris N. Metaxas, Mark Dilsizian, Carol Neidle
2018	J	`jnl`	MRI Reconstruction via Cascaded Channel-wise Attention Network. CoRR Qiaoying Huang, Dong Yang, Pengxiang Wu, Hui Qu, Jingru Yi, Dimitris N. Metaxas
2018	—	`conf`	Multi-component deformable models coupled with 2D-3D U-Net for automated probabilistic segmentation of cardiac walls and blood. ISBI Dong Yang, Qiaoying Huang, Leon Axel, Dimitris N. Metaxas
2018	—	`conf`	Pixel-wise neural cell instance segmentation. ISBI Jingru Yi, Pengxiang Wu, Daniel J. Hoeppner, Dimitris N. Metaxas
2018	—	`conf`	Quantized Densely Connected U-Nets for Efficient Landmark Localization. ECCV (3) Zhiqiang Tang, Xi Peng, Shijie Geng, Lingfei Wu, Shaoting Zhang, Dimitris N. Metaxas
2018	J	`jnl`	Quantized Densely Connected U-Nets for Efficient Landmark Localization. CoRR Zhiqiang Tang, Xi Peng, Shijie Geng, Lingfei Wu, Shaoting Zhang, Dimitris N. Metaxas
2018	J	`jnl`	RED-Net: A Recurrent Encoder-Decoder Network for Video-Based Face Alignment. Int. J. Comput. Vis. Xi Peng, Rogério Schmidt Feris, Xiaoyu Wang, Dimitris N. Metaxas
2018	J	`jnl`	RED-Net: A Recurrent Encoder-Decoder Network for Video-based Face Alignment. CoRR Xi Peng, Rogério Schmidt Feris, Xiaoyu Wang, Dimitris N. Metaxas
2018	J	`jnl`	Scenarios: A New Representation for Complex Scene Understanding. CoRR Zachary A. Daniels, Dimitris N. Metaxas
2018	J	`jnl`	Self-Attention Generative Adversarial Networks. CoRR Han Zhang, Ian J. Goodfellow, Dimitris N. Metaxas, Augustus Odena
2018	A*	`conf`	Show Me a Story: Towards Coherent Neural Story Illustration. CVPR Hareesh Ravi, Lezi Wang, Carlos Muñiz, Leonid Sigal, Dimitris N. Metaxas, Mubbasir Kapadia
2018	B	`conf`	Toward Marker-Free 3D Pose Estimation in Lifting: A Deep Multi-View Solution. FG Rahil Mehrizi, Xi Peng, Zhiqiang Tang, Xu Xu, Dimitris N. Metaxas, Kang Li
2018	J	`jnl`	Toward Marker-free 3D Pose Estimation in Lifting: A Deep Multi-view Solution. CoRR Rahil Mehrizi, Xi Peng, Zhiqiang Tang, Xu Xu, Dimitris N. Metaxas, Kang Li
2018	J	`jnl`	Toward Personalized Modeling: Incremental and Ensemble Alignment for Sequential Faces in the Wild. Int. J. Comput. Vis. Xi Peng, Shaoting Zhang, Yang Yu, Dimitris N. Metaxas
2018	J	`jnl`	eCurves: A Temporal Shape Encoding. IEEE Trans. Biomed. Eng. Elena Bernardis, Yong Zhang, Ender Konukoglu, Yangming Ou, Harold S. Javitz, Leon Axel, Dimitris N. Metaxas, Benoit Desjardins, Kilian M. Pohl
2017	—	`conf`	3D Motion Modeling and Reconstruction of Left Ventricle Wall in Cardiac MRI. FIMH Dong Yang, Pengxiang Wu, Chaowei Tan, Kilian M. Pohl, Leon Axel, Dimitris N. Metaxas
2017	—	`conf`	3D/2D image registration method for joint motion analysis using low-quality images from mini C-arm machines. Image-Guided Procedures Soheil Ghafurian, Ilker Hacihaliloglu, Dimitris N. Metaxas, Virak Tan, Kang Li
2017	B	`conf`	A Coupled Encoder-Decoder Network for Joint Face Detection and Landmark Localization. FG Lezi Wang, Xiang Yu, Dimitris N. Metaxas
2017	J	`jnl`	A computationally efficient 3D/2D registration method based on image gradient direction probability density function. Neurocomputing Soheil Ghafurian, Ilker Hacihaliloglu, Dimitris N. Metaxas, Virak Tan, Kang Li
2017	A*	`conf`	Addressing Imbalance in Multi-Label Classification Using Structured Hellinger Forests. AAAI Zachary Alan Daniels, Dimitris N. Metaxas
2017	—	`conf`	Automatic Liver Segmentation Using an Adversarial Image-to-Image Network. MICCAI (3) Dong Yang, Daguang Xu, Shaohua Kevin Zhou, Bogdan Georgescu, Mingqing Chen, Sasa Grbic, Dimitris N. Metaxas, Dorin Comaniciu
2017	J	`jnl`	Automatic Liver Segmentation Using an Adversarial Image-to-Image Network. CoRR Dong Yang, Daguang Xu, Shaohua Kevin Zhou, Bogdan Georgescu, Mingqing Chen, Sasa Grbic, Dimitris N. Metaxas, Dorin Comaniciu
2017	—	`conf`	Automatic Vertebra Labeling in Large-Scale 3D CT Using Deep Image-to-Image Network with Message Passing and Sparsity Regularization. IPMI Dong Yang, Tao Xiong, Daguang Xu, Qiangui Huang, David Liu, Shaohua Kevin Zhou, Zhoubing Xu, Jin Hyeong Park, Mingqing Chen, Trac D. Tran, Sang Peter Chin, Dimitris N. Metaxas, Dorin Comaniciu
2017	J	`jnl`	Automatic Vertebra Labeling in Large-Scale 3D CT using Deep Image-to-Image Network with Message Passing and Sparsity Regularization. CoRR Dong Yang, Tao Xiong, Daguang Xu, Qiangui Huang, David Liu, Shaohua Kevin Zhou, Zhoubing Xu, Jin Hyeong Park, Mingqing Chen, Trac D. Tran, Sang Peter Chin, Dimitris N. Metaxas, Dorin Comaniciu
2017	A*	`conf`	Cardiac Trabeculae Segmentation: an Application of Computational Topology (Multimedia Contribution). SoCG Chao Chen, Dimitris N. Metaxas, Yusu Wang, Pengxiang Wu
2017	—	`conf`	Deep Image-to-Image Recurrent Network with Shape Basis Learning for Automatic Vertebra Labeling in Large-Scale 3D CT Volumes. MICCAI (3) Dong Yang, Tao Xiong, Daguang Xu, Shaohua Kevin Zhou, Zhoubing Xu, Mingqing Chen, Jin Hyeong Park, Sasa Grbic, Trac D. Tran, Sang Peter Chin, Dimitris N. Metaxas, Dorin Comaniciu
2017	A*	`conf`	Dual Iterative Hard Thresholding: From Non-convex Sparse Minimization to Non-smooth Concave Maximization. ICML Bo Liu, Xiao-Tong Yuan, Lezi Wang, Qingshan Liu, Dimitris N. Metaxas
2017	J	`jnl`	Dual Iterative Hard Thresholding: From Non-convex Sparse Minimization to Non-smooth Concave Maximization. CoRR Bo Liu, Xiao-Tong Yuan, Lezi Wang, Qingshan Liu, Dimitris N. Metaxas
2017	—	`conf`	Fast Neural Cell Detection Using Light-Weight SSD Neural Network. CVPR Workshops Jingru Yi, Pengxiang Wu, Daniel J. Hoeppner, Dimitris N. Metaxas
2017	J	`jnl`	Interactive Reinforcement Learning for Object Grounding via Self-Talking. CoRR Yan Zhu, Shaoting Zhang, Dimitris N. Metaxas
2017	B	`conf`	Learning Deep Features for Hierarchical Classification of Mobile Phone Face Datasets in Heterogeneous Environments. FG Neeru Narang, Michael Martin, Dimitris N. Metaxas, Thirimachos Bourlai
2017	—	`ed.`	Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging - MICCAI 2016 International Workshops, MCV and BAMBI, Athens, Greece, October 21, 2016, Revised Selected Papers MCV/BAMBI@MICCAI Henning Müller, B. Michael Kelm, Tal Arbel, Weidong Cai, Manual Jorge Cardoso, Georg Langs, Bjoern H. Menze, Dimitris N. Metaxas, Albert Montillo, William M. Wells III, Shaoting Zhang, Albert C. S. Chung, Mark Jenkinson, Annemie Ribbens
2017	—	`ch.`	Multi-Instance Multi-Stage Deep Learning for Medical Image Recognition. Deep Learning for Medical Image Analysis Zhennan Yan, Yiqiang Zhan, Shaoting Zhang, Dimitris N. Metaxas, Xiang Sean Zhou
2017	—	`conf`	Optimal Topological Cycles and Their Application in Cardiac Trabeculae Restoration. IPMI Pengxiang Wu, Chao Chen, Yusu Wang, Shaoting Zhang, Changhe Yuan, Zhen Qian, Dimitris N. Metaxas, Leon Axel
2017	J	`jnl`	Parallel Sparse Subspace Clustering via Joint Sample and Parameter Blockwise Partition. ACM Trans. Embed. Comput. Syst. Bo Liu, Xiao-Tong Yuan, Yang Yu, Qingshan Liu, Dimitris N. Metaxas
2017	J	`jnl`	Reconstruction for Feature Disentanglement in Pose-invariant Face Recognition. CoRR Xi Peng, Xiang Yu, Kihyuk Sohn, Dimitris N. Metaxas, Manmohan Chandraker
2017	A*	`conf`	Reconstruction-Based Disentanglement for Pose-Invariant Face Recognition. ICCV Xi Peng, Xiang Yu, Kihyuk Sohn, Dimitris N. Metaxas, Manmohan Chandraker
2017	J	`jnl`	Scalable Mammogram Retrieval Using Composite Anchor Graph Hashing With Iterative Quantization. IEEE Trans. Circuits Syst. Video Technol. Jingjing Liu, Shaoting Zhang, Wei Liu, Cheng Deng, Yuanjie Zheng, Dimitris N. Metaxas
2017	A*	`conf`	Semantic Amodal Segmentation. CVPR Yan Zhu, Yuandong Tian, Dimitris N. Metaxas, Piotr Dollár
2017	J	`jnl`	Sketch-based Face Editing in Video Using Identity Deformation Transfer. CoRR Long Zhao, Fangda Han, Mubbasir Kapadia, Vladimir Pavlovic, Dimitris N. Metaxas
2017	—	`ch.`	Social Signals of Deception and Dishonesty. Social Signal Processing Judee K. Burgoon, Dimitris N. Metaxas, Thirimachos Bourlai, Aaron Elkins
2017	J	`jnl`	StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks. CoRR Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaogang Wang, Xiaolei Huang, Dimitris N. Metaxas
2017	J	`jnl`	Towards large-scale MR thigh image analysis via an integrated quantification framework. Neurocomputing Chaowei Tan, Kang Li, Zhennan Yan, Jingru Yi, Pengxiang Wu, Hui Jing Yu, Klaus Engelke, Dimitris N. Metaxas
2016	—	`conf`	A Recurrent Encoder-Decoder Network for Sequential Face Alignment. ECCV (1) Xi Peng, Rogério Schmidt Feris, Xiaoyu Wang, Dimitris N. Metaxas
2016	J	`jnl`	A Recurrent Encoder-Decoder Network for Sequential Face Alignment. CoRR Xi Peng, Rogério Schmidt Feris, Xiaoyu Wang, Dimitris N. Metaxas
2016	J	`jnl`	A detection-driven and sparsity-constrained deformable model for fascia lata labeling and thigh inter-muscular adipose quantification. Comput. Vis. Image Underst. Chaowei Tan, Kang Li, Zhennan Yan, Dong Yang, Shaoting Zhang, Hui Jing Yu, Klaus Engelke, Colin Miller, Dimitris N. Metaxas
2016	J	`jnl`	An efficient conditional random field approach for automatic and interactive neuron segmentation. Medical Image Anal. Mustafa Gökhan Uzunbas, Chao Chen, Dimitris N. Metaxas
2016	A	`conf`	Customized expression recognition for performance-driven cutout character animation. WACV Xiang Yu, Jianchao Yang, Linjie Luo, Wilmot Li, Jonathan Brandt, Dimitris N. Metaxas
2016	A*	`conf`	Decentralized Robust Subspace Clustering. AAAI Bo Liu, Xiao-Tong Yuan, Yang Yu, Qingshan Liu, Dimitris N. Metaxas
2016	B	`conf`	Detection of Major ASL Sign Types in Continuous Signing For ASL Recognition. LREC Polina Yanovich, Carol Neidle, Dimitris N. Metaxas
2016	A*	`conf`	Efficient k-Support-Norm Regularized Minimization via Fully Corrective Frank-Wolfe Method. IJCAI Bo Liu, Xiao-Tong Yuan, Shaoting Zhang, Qingshan Liu, Dimitris N. Metaxas
2016	J	`jnl`	Face Landmark Fitting via Optimized Part Mixtures and Cascaded Deformable Model. IEEE Trans. Pattern Anal. Mach. Intell. Xiang Yu, Junzhou Huang, Shaoting Zhang, Dimitris N. Metaxas
2016	—	`conf`	Fast generation of digitally reconstructed radiograph through an efficient preprocessing of ray attenuation values. Image-Guided Procedures Soheil Ghafurian, Dimitris N. Metaxas, Virak Tan, Kang Li
2016	J	`jnl`	Large-Scale medical image analytics: Recent methodologies, applications and Future directions. Medical Image Anal. Shaoting Zhang, Dimitris N. Metaxas
2016	—	`conf`	Mammographic Mass Segmentation with Online Learned Shape and Appearance Priors. MICCAI (2) Menglin Jiang, Shaoting Zhang, Yuanjie Zheng, Dimitris N. Metaxas
2016	—	`ed.`	Medical Computer Vision: Algorithms for Big Data - International Workshop, MCV 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers MCV@MICCAI Bjoern H. Menze, Georg Langs, Albert Montillo, B. Michael Kelm, Henning Müller, Shaoting Zhang, Tom Weidong Cai, Dimitris N. Metaxas
2016	J	`jnl`	Multi-Instance Deep Learning: Discover Discriminative Local Anatomies for Bodypart Recognition. IEEE Trans. Medical Imaging Zhennan Yan, Yiqiang Zhan, Zhigang Peng, Shu Liao, Yoshihisa Shinagawa, Shaoting Zhang, Dimitris N. Metaxas, Xiang Sean Zhou
2016	—	`conf`	Multimodal Deep Learning for Cervical Dysplasia Diagnosis. MICCAI (2) Tao Xu, Han Zhang, Xiaolei Huang, Shaoting Zhang, Dimitris N. Metaxas
2016	A	`conf`	Multispectral Deep Neural Networks for Pedestrian Detection. BMVC Jingjing Liu, Shaoting Zhang, Shu Wang, Dimitris N. Metaxas
2016	J	`jnl`	Multispectral Deep Neural Networks for Pedestrian Detection. CoRR Jingjing Liu, Shaoting Zhang, Shu Wang, Dimitris N. Metaxas
2016	A*	`conf`	Nonlinear Hierarchical Part-Based Regression for Unconstrained Face Alignment. IJCAI Xiang Yu, Zhe Lin, Shaoting Zhang, Dimitris N. Metaxas
2016	A	`conf`	People detection in crowded scenes by context-driven label propagation. WACV Jingjing Liu, Quanfu Fan, Sharath Pankanti, Dimitris N. Metaxas
2016	A*	`conf`	SPDA-CNN: Unifying Semantic Part Detection and Abstraction for Fine-Grained Recognition. CVPR Han Zhang, Tao Xu, Mohamed Elhoseiny, Xiaolei Huang, Shaoting Zhang, Ahmed M. Elgammal, Dimitris N. Metaxas
2016	J	`jnl`	Scalable histopathological image analysis via supervised hashing with multiple features. Medical Image Anal. Menglin Jiang, Shaoting Zhang, Junzhou Huang, Lin Yang, Dimitris N. Metaxas
2016	—	`conf`	Sequential Face Alignment via Person-Specific Modeling in the Wild. CVPR Workshops Xi Peng, Junzhou Huang, Dimitris N. Metaxas
2016	J	`jnl`	StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks. CoRR Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaolei Huang, Xiaogang Wang, Dimitris N. Metaxas
2016	A	`conf`	Track Facial Points in Unconstrained Videos. BMVC Xi Peng, Qiong Hu, Junzhou Huang, Dimitris N. Metaxas
2016	J	`jnl`	Track Facial Points in Unconstrained Videos. CoRR Xi Peng, Qiong Hu, Junzhou Huang, Dimitris N. Metaxas
2016	J	`jnl`	Video Classification via Weakly Supervised Sequence Modeling. Comput. Vis. Image Underst. Jingjing Liu, Chao Chen, Yan Zhu, Wei Liu, Dimitris N. Metaxas
2016	J	`jnl`	Visual Tracking via Reliable Memories. CoRR Shu Wang, Shaoting Zhang, Wei Liu, Dimitris N. Metaxas
2016	A*	`conf`	Visual Tracking with Reliable Memories. IJCAI Shu Wang, Shaoting Zhang, Wei Liu, Dimitris N. Metaxas
2015	—	`conf`	3D/2D image registration using weighted histogram of gradient directions. Image-Guided Procedures Soheil Ghafurian, Ilker Hacihaliloglu, Dimitris N. Metaxas, Virak Tan, Kang Li
2015	J	`jnl`	A homotopy-based sparse representation for fast and accurate shape prior modeling in liver surgical planning. Medical Image Anal. Guotai Wang, Shaoting Zhang, Hongzhi Xie, Dimitris N. Metaxas, Lixu Gu
2015	—	`conf`	Accurate thigh inter-muscular adipose quantification using a data-driven and sparsity-constrained deformable model. ISBI Chaowei Tan, Zhennan Yan, Dong Yang, Kang Li, Hui Jing Yu, Klaus Engelke, Colin Miller, Dimitris N. Metaxas
2015	J	`jnl`	Atlas-based liver segmentation and hepatic fat-fraction assessment for clinical trials. Comput. Medical Imaging Graph. Zhennan Yan, Shaoting Zhang, Chaowei Tan, Hongxing Qin, Boubakeur Belaroussi, Hui Jing Yu, Colin Miller, Dimitris N. Metaxas
2015	—	`conf`	Automated anatomical landmark detection ondistal femur surface using convolutional neural network. ISBI Dong Yang, Shaoting Zhang, Zhennan Yan, Chaowei Tan, Kang Li, Dimitris N. Metaxas
2015	J	`jnl`	Automatic stereoscopic video generation based on virtual view synthesis. Neurocomputing Lin Zhong, Minwoo Park, Dimitris N. Metaxas
2015	—	`conf`	Bodypart Recognition Using Multi-stage Deep Learning. IPMI Zhennan Yan, Yiqiang Zhan, Zhigang Peng, Shu Liao, Yoshihisa Shinagawa, Dimitris N. Metaxas, Xiang Sean Zhou
2015	—	`conf`	Calibrationless Parallel Dynamic MRI with Joint Temporal Sparsity. MCV@MICCAI Yang Yu, Zhennan Yan, Li Feng, Dimitris N. Metaxas, Leon Axel
2015	J	`jnl`	Computer-Aided Diagnosis of Mammographic Masses Using Scalable Image Retrieval. IEEE Trans. Biomed. Eng. Menglin Jiang, Shaoting Zhang, Hongsheng Li, Dimitris N. Metaxas
2015	J	`jnl`	From circle to 3-sphere: Head pose estimation by instance parameterization. Comput. Vis. Image Underst. Xi Peng, Junzhou Huang, Qiong Hu, Shaoting Zhang, Ahmed M. Elgammal, Dimitris N. Metaxas
2015	J	`jnl`	Investigating the Discriminative Power of Keystroke Sound. IEEE Trans. Inf. Forensics Secur. Joseph Roth, Xiaoming Liu, Arun Ross, Dimitris N. Metaxas
2015	J	`jnl`	Is Interactional Dissynchrony a Clue to Deception? Insights From Automated Analysis of Nonverbal Visual Cues. IEEE Trans. Cybern. Xiang Yu, Shaoting Zhang, Zhennan Yan, Fei Yang, Junzhou Huang, Norah E. Dunbar, Matthew L. Jensen, Judee K. Burgoon, Dimitris N. Metaxas
2015	—	`conf`	Joint Kernel-Based Supervised Hashing for Scalable Histopathological Image Analysis. MICCAI (3) Menglin Jiang, Shaoting Zhang, Junzhou Huang, Lin Yang, Dimitris N. Metaxas
2015	—	`conf`	Laplacian Shape Editing with Local Patch Based Force Field for Interactive Segmentation. Patch-MI@MICCAI Chaowei Tan, Zhennan Yan, Kang Li, Dimitris N. Metaxas, Shaoting Zhang
2015	J	`jnl`	Learning Multiscale Active Facial Patches for Expression Analysis. IEEE Trans. Cybern. Lin Zhong, Qingshan Liu, Peng Yang, Junzhou Huang, Dimitris N. Metaxas
2015	—	`conf`	Leveraging coupled multi-index for scalable retrieval of mammographic masses. ISBI Menglin Jiang, Shaoting Zhang, Ruogu Fang, Dimitris N. Metaxas
2015	J	`jnl`	Multi-Pose and Occluded Facial Landmark Localization Via Sparse Shape Representation. Int. J. Artif. Intell. Tools Yang Yu, Shaoting Zhang, Fei Yang, Dimitris N. Metaxas
2015	J	`jnl`	Multi-layer stencil creation from images. Comput. Graph. Arjun Jain, Chao Chen, Thorsten Thormählen, Dimitris N. Metaxas, Hans-Peter Seidel
2015	—	`conf`	Overview of the 2015 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2015). MCV@MICCAI Henning Müller, Bjoern H. Menze, Georg Langs, Albert Montillo, B. Michael Kelm, Shaoting Zhang, Weidong Cai, Dimitris N. Metaxas
2015	A*	`conf`	PIEFA: Personalized Incremental and Ensemble Face Alignment. ICCV Xi Peng, Shaoting Zhang, Yu Yang, Dimitris N. Metaxas
2015	J	`jnl`	Query Specific Rank Fusion for Image Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. Shaoting Zhang, Ming Yang, Timothée Cour, Kai Yu, Dimitris N. Metaxas
2015	J	`jnl`	Semantic Amodal Segmentation. CoRR Yan Zhu, Yuandong Tian, Dimitris N. Metaxas, Piotr Dollár
2015	J	`jnl`	Sparsity techniques in medical imaging. Comput. Medical Imaging Graph. Ruogu Fang, Tsuhan Chen, Dimitris N. Metaxas, Pina C. Sanelli, Shaoting Zhang
2015	B	`conf`	Three-dimensional head pose estimation in-the-wild. FG Xi Peng, Junzhou Huang, Qiong Hu, Shaoting Zhang, Dimitris N. Metaxas
2015	—	`conf`	Ventricular blood flow analysis using topological methods. ISBI Scott Kulp, Chao Chen, Dimitris N. Metaxas, Leon Axel
2014	B	`conf`	3D Face Tracking and Multi-Scale, Spatio-temporal Analysis of Linguistically Significant Facial Expressions and Head Positions in ASL. LREC Bo Liu, Jingjing Liu, Xiang Yu, Dimitris N. Metaxas, Carol Neidle
2014	B	`conf`	A New Framework for Sign Language Recognition based on 3D Handshape Identification and Linguistic Modeling. LREC Mark Dilsizian, Polina Yanovich, Shu Wang, Carol Neidle, Dimitris N. Metaxas
2014	B	`conf`	An Automated and Robust Framework for Quantification of Muscle and Fat in the Thigh. ICPR Chaowei Tan, Zhennan Yan, Shaoting Zhang, Boubakeur Belaroussi, Hui Jing Yu, Colin Miller, Dimitris N. Metaxas
2014	—	`conf`	Auto-encoding of discriminating morphometry from cardiac MRI. ISBI Dong Hye Ye, Benoit Desjardins, Victor Ferrari, Dimitris N. Metaxas, Kilian M. Pohl
2014	B	`conf`	Automatic Liver Segmentation and Hepatic Fat Fraction Assessment in MRI. ICPR Zhennan Yan, Chaowei Tan, Shaoting Zhang, Yan Zhou, Boubakeur Belaroussi, Hui Jing Yu, Colin Miller, Dimitris N. Metaxas
2014	J	`jnl`	CeleST: Computer Vision Software for Quantitative Analysis of PLoS Comput. Biol. Christophe Restif, Carolina Ibáñez-Ventoso, Mehul Nalin Vora, Suzhen Guo, Dimitris N. Metaxas, Monica Driscoll
2014	—	`conf`	Computer-aided diagnosis of mammographic masses using vocabulary tree-based image retrieval. ISBI Menglin Jiang, Shaoting Zhang, Jingjing Liu, Tian Shen, Dimitris N. Metaxas
2014	—	`conf`	Consensus of Regression for Occlusion-Robust Facial Feature Localization. ECCV (4) Xiang Yu, Zhe Lin, Jonathan Brandt, Dimitris N. Metaxas
2014	J	`jnl`	Deformable models with sparsity constraints for cardiac motion analysis. Medical Image Anal. Yang Yu, Shaoting Zhang, Kang Li, Dimitris N. Metaxas, Leon Axel
2014	—	`conf`	Detection of Mammographic Masses by Content-Based Image Retrieval. MLMI Menglin Jiang, Shaoting Zhang, Dimitris N. Metaxas
2014	—	`conf`	Efficient deformable model with sparse shape composition prior on compromised right lung segmentation in CT. ICSAI Jinghao Zhou, Giovanni Lasio, Baoshe Zhang, Karl Prado, Warren D. D'Souza, Zhennan Yan, Dimitris N. Metaxas
2014	B	`conf`	Head Pose Estimation by Instance Parameterization. ICPR Xi Peng, Junzhou Huang, Qiong Hu, Shaoting Zhang, Dimitris N. Metaxas
2014	—	`ed.`	Medical Computer Vision: Algorithms for Big Data - International Workshop, MCV 2014, Held in Conjunction with MICCAI 2014, Cambridge, MA, USA, September 18, 2014, Revised Selected Papers MCV Bjoern H. Menze, Georg Langs, Albert Montillo, B. Michael Kelm, Henning Müller, Shaoting Zhang, Tom Weidong Cai, Dimitris N. Metaxas
2014	—	`conf`	Mode Estimation for High Dimensional Discrete Tree Graphical Models. NIPS Chao Chen, Han Liu, Dimitris N. Metaxas, Tianqi Zhao
2014	—	`conf`	Morphological analysis of the papillary muscles and the trabeculae. ISBI Mingchen Gao, Chao Chen, Shaoting Zhang, Zhen Qian, Mani Vannan, Sarah Rinehart, Dimitris N. Metaxas, Leon Axel
2014	J	`jnl`	Non-manual grammatical marker recognition based on multi-scale, spatio-temporal analysis of head pose and facial expressions. Image Vis. Comput. Jingjing Liu, Bo Liu, Shaoting Zhang, Fei Yang, Peng Yang, Dimitris N. Metaxas, Carol Neidle
2014	J	`jnl`	On Continuous User Authentication via Typing Behavior. IEEE Trans. Image Process. Joseph Roth, Xiaoming Liu, Dimitris N. Metaxas
2014	—	`conf`	Optree: A Learning-Based Adaptive Watershed Algorithm for Neuron Segmentation. MICCAI (1) Mustafa Gökhan Uzunbas, Chao Chen, Dimitris N. Metaxas
2014	—	`conf`	Overview of the 2014 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2014). MCV Henning Müller, Bjoern H. Menze, Georg Langs, Albert Montillo, B. Michael Kelm, Shaoting Zhang, Tom Weidong Cai, Dimitris N. Metaxas
2014	—	`conf`	Patient-specific aortic valve blood flow simulations. ISBI Scott Kulp, Zhen Qian, Mani Vannan, Sarah Rinehart, Dimitris N. Metaxas
2014	J	`jnl`	Preface. Medical Image Anal. Dimitris N. Metaxas, Leon Axel
2014	B	`conf`	Robust Multi-pose Facial Expression Recognition. ICPR Qiong Hu, Xi Peng, Peng Yang, Fei Yang, Dimitris N. Metaxas
2014	—	`conf`	Robust shape prior modeling based on Gaussian-Bernoulli restricted Boltzmann Machine. ISBI Han Zhang, Shaoting Zhang, Kang Li, Dimitris N. Metaxas
2014	—	`conf`	Saliency-based rotation invariant descriptor for wrist detection in whole body CT images. ISBI Mingchen Gao, Yiqiang Zhan, Gerardo Hermosillo Valadez, Yoshihisa Shinagawa, Dimitris N. Metaxas, Xiang Sean Zhou
2014	—	`conf`	Scalable Histopathological Image Analysis via Active Learning. MICCAI (3) Yan Zhu, Shaoting Zhang, Wei Liu, Dimitris N. Metaxas
2014	—	`conf`	Scalable mammogram retrieval using Anchor Graph Hashing. ISBI Jingjing Liu, Shaoting Zhang, Wei Liu, Xiaofan Zhang, Dimitris N. Metaxas
2013	J	`jnl`	3D anatomical shape atlas construction using mesh quality preserved deformable models. Comput. Vis. Image Underst. Shaoting Zhang, Yiqiang Zhan, Xinyi Cui, Mingchen Gao, Junzhou Huang, Dimitris N. Metaxas
2013	J	`jnl`	A review of motion analysis methods for human Nonverbal Communication Computing. Image Vis. Comput. Dimitris N. Metaxas, Shaoting Zhang
2013	—	`conf`	Accurate Whole-Brain Segmentation for Alzheimer's Disease Combining an Adaptive Statistical Atlas and Multi-atlas. MCV Zhennan Yan, Shaoting Zhang, Xiaofeng Liu, Dimitris N. Metaxas, Albert Montillo
2013	—	`conf`	Accurate segmentation of brain images into 34 structures combining a non-stationary adaptive statistical atlas and a multi-atlas with applications to Alzheimer'S disease. ISBI Zhennan Yan, Shaoting Zhang, Xiaofeng Liu, Dimitris N. Metaxas, Albert Montillo
2013	J	`jnl`	Adaptive low rank and sparse decomposition of video using compressive sensing CoRR Fei Yang, Hong Jiang, Zuowei Shen, Wei Deng, Dimitris N. Metaxas
2013	B	`conf`	Adaptive low rank and sparse decomposition of video using compressive sensing. ICIP Fei Yang, Hong Jiang, Zuowei Shen, Wei Deng, Dimitris N. Metaxas
2013	B	`conf`	Automated analysis of interactional synchrony using robust facial tracking and expression recognition. FG Xiang Yu, Shaoting Zhang, Yang Yu, Norah E. Dunbar, Matthew L. Jensen, Judee K. Burgoon, Dimitris N. Metaxas
2013	—	`conf`	Biometric authentication via keystroke sound. ICB Joseph Roth, Xiaoming Liu, Arun Ross, Dimitris N. Metaxas
2013	—	`conf`	Collaborative Multi Organ Segmentation by Integrating Deformable and Graphical Models. MICCAI (2) Mustafa Gökhan Uzunbas, Chao Chen, Shaoting Zhang, Kilian M. Pohl, Kang Li, Dimitris N. Metaxas
2013	A	`conf`	Computing the M Most Probable Modes of a Graphical Model. AISTATS Chao Chen, Vladimir Kolmogorov, Yan Zhu, Dimitris N. Metaxas, Christoph H. Lampert
2013	B	`conf`	Explicit occlusion detection based deformable fitting for facial landmark localization. FG Xiang Yu, Fei Yang, Junzhou Huang, Dimitris N. Metaxas
2013	A*	`conf`	Handling Noise in Single Image Deblurring Using Directional Filters. CVPR Lin Zhong, Sunghyun Cho, Dimitris N. Metaxas, Sylvain Paris, Jue Wang
2013	—	`conf`	High resolution cardiac shape registration using Ricci flow. ISBI Mingchen Gao, Rui Shi, Shaoting Zhang, Wei Zeng, Zhen Qian, Xianfeng David Gu, Dimitris N. Metaxas, Leon Axel
2013	—	`conf`	Large Scale Medical Image Search via Unsupervised PCA Hashing. CVPR Workshops Xiang Yu, Shaoting Zhang, Bo Liu, Lin Zhong, Dimitris N. Metaxas
2013	—	`conf`	Localization of Multi-pose and Occluded Facial Features via Sparse Shape Representation. ISVC (1) Yang Yu, Shaoting Zhang, Fei Yang, Dimitris N. Metaxas
2013	—	`conf`	Mouse LV 3D motion and strain analysis using tagged MRI. ISBI Yang Yu, Shaoting Zhang, Zhennan Yan, Song Chen, Rong Zhou, Dimitris N. Metaxas
2013	—	`conf`	Papillary muscles analysis from high resolution CT using spatial-temporal skeleton extraction. ISBI Lin Zhong, Shaoting Zhang, Mingchen Gao, Junzhou Huang, Zhen Qian, Dimitris N. Metaxas, Leon Axel
2013	A*	`conf`	Pose-Free Facial Landmark Fitting via Optimized Part Mixtures and Cascaded Deformable Shape Model. ICCV Xiang Yu, Junzhou Huang, Shaoting Zhang, Wang Yan, Dimitris N. Metaxas
2013	—	`conf`	Practical patient-specific cardiac blood flow simulations using SPH. ISBI Scott Kulp, Mingchen Gao, Shaoting Zhang, Zhen Qian, Szilard Voros, Dimitris N. Metaxas, Leon Axel
2013	J	`jnl`	Recognizing expressions from face and body gesture by temporal normalized motion and appearance features. Image Vis. Comput. Shizhi Chen, Yingli Tian, Qingshan Liu, Dimitris N. Metaxas
2013	B	`conf`	Recognizing eyebrow and periodic head gestures using CRFs for non-manual grammatical marker detection in ASL. FG Jingjing Liu, Bo Liu, Shaoting Zhang, Fei Yang, Peng Yang, Dimitris N. Metaxas, Carol Neidle
2013	—	`conf`	Segmenting the Papillary Muscles and the Trabeculae from High Resolution Cardiac CT through Restoration of Topological Handles. IPMI Mingchen Gao, Chao Chen, Shaoting Zhang, Zhen Qian, Dimitris N. Metaxas, Leon Axel
2013	—	`conf`	Sparse Deformable Models with Application to Cardiac Motion Analysis. IPMI Yang Yu, Shaoting Zhang, Junzhou Huang, Dimitris N. Metaxas, Leon Axel
2012	—	`conf`	3D Anatomical Shape Atlas Construction Using Mesh Quality Preserved Deformable Models. MeshMed Xinyi Cui, Shaoting Zhang, Yiqiang Zhan, Mingchen Gao, Junzhou Huang, Dimitris N. Metaxas
2012	—	`conf`	3D cardiac motion reconstruction from CT data and tagged MRI. EMBC Xiaoxu Wang, Viorel Mihalef, Zhen Qian, Szilard Voros, Dimitris N. Metaxas
2012	B	`conf`	Activity recognition based on semantic spatial relation. ICPR Lingxun Meng, Laiyun Qing, Peng Yang, Jun Miao, Xilin Chen, Dimitris N. Metaxas
2012	J	`jnl`	Automatic Image Annotation and Retrieval Using Group Sparsity. IEEE Trans. Syst. Man Cybern. Part B Shaoting Zhang, Junzhou Huang, Hongsheng Li, Dimitris N. Metaxas
2012	—	`conf`	Background Subtraction Using Low Rank and Group Sparsity Constraints. ECCV (1) Xinyi Cui, Junzhou Huang, Shaoting Zhang, Dimitris N. Metaxas
2012	J	`jnl`	Deformable segmentation via sparse representation and dictionary learning. Medical Image Anal. Shaoting Zhang, Yiqiang Zhan, Dimitris N. Metaxas
2012	—	`conf`	Efficient sparse shape composition with its applications in biomedical image analysis: An overview. ISBI Shaoting Zhang, Yiqiang Zhan, Yan Zhou, Dimitris N. Metaxas
2012	B	`conf`	Face morphing using 3D-aware appearance optimization. Graphics Interface Fei Yang, Eli Shechtman, Jue Wang, Lubomir D. Bourdev, Dimitris N. Metaxas
2012	A*	`conf`	Facial expression editing in video using a temporally-smooth factorization. CVPR Fei Yang, Lubomir D. Bourdev, Eli Shechtman, Jue Wang, Dimitris N. Metaxas
2012	A*	`conf`	Learning active facial patches for expression analysis. CVPR Lin Zhong, Qingshan Liu, Peng Yang, Bo Liu, Junzhou Huang, Dimitris N. Metaxas
2012	—	`conf`	Left endocardium segmentation using spatio-temporal Metamorphs. ISBI Xinyi Cui, Shaoting Zhang, Junzhou Huang, Xiaolei Huang, Dimitris N. Metaxas, Leon Axel
2012	—	`conf`	Left endocardium tracking via collaborative trackers and shape prior. ISBI Yan Zhou, Shaoting Zhang, Nikolaos V. Tsekos, Ioannis T. Pavlidis, Dimitris N. Metaxas
2012	—	`conf`	Query Specific Fusion for Image Retrieval. ECCV (2) Shaoting Zhang, Ming Yang, Timothée Cour, Kai Yu, Dimitris N. Metaxas
2012	B	`conf`	Recognition of Nonmanual Markers in American Sign Language (ASL) Using Non-Parametric Adaptive 2D-3D Face Tracking. LREC Dimitris N. Metaxas, Bo Liu, Fei Yang, Peng Yang, Nicholas Michael, Carol Neidle
2012	B	`conf`	Robust eyelid tracking for fatigue detection. ICIP Fei Yang, Xiang Yu, Junzhou Huang, Peng Yang, Dimitris N. Metaxas
2012	B	`conf`	Robust face tracking with a consumer depth camera. ICIP Fei Yang, Junzhou Huang, Xiang Yu, Xinyi Cui, Dimitris N. Metaxas
2012	—	`conf`	Segmentation of myocardium using deformable regions and graph cuts. ISBI Mustafa Gökhan Uzunbas, Shaoting Zhang, Kilian M. Pohl, Dimitris N. Metaxas, Leon Axel
2012	—	`conf`	Shape Prior Modeling Using Sparse Representation and Online Dictionary Learning. MICCAI (3) Shaoting Zhang, Yiqiang Zhan, Yan Zhou, Mustafa Gökhan Uzunbas, Dimitris N. Metaxas
2012	—	`conf`	Simplified Labeling Process for Medical Image Segmentation. MICCAI (2) Mingchen Gao, Junzhou Huang, Xiaolei Huang, Shaoting Zhang, Dimitris N. Metaxas
2012	—	`conf`	Temporal Shape Analysis via the Spectral Signature. MICCAI (2) Elena Bernardis, Ender Konukoglu, Yangming Ou, Dimitris N. Metaxas, Benoit Desjardins, Kilian M. Pohl
2012	J	`jnl`	Temporal Spectral Residual for fast salient motion detection. Neurocomputing Xinyi Cui, Qingshan Liu, Shaoting Zhang, Fei Yang, Dimitris N. Metaxas
2012	C	`conf`	Towards Automatic Stereoscopic Video Synthesis from a Casual Monocular Video. ISM Lin Zhong, Sen Wang, Minwoo Park, Rodney L. Miller, Dimitris N. Metaxas
2012	J	`jnl`	Towards robust and effective shape modeling: Sparse shape composition. Medical Image Anal. Shaoting Zhang, Yiqiang Zhan, Maneesh Dewan, Junzhou Huang, Dimitris N. Metaxas, Xiang Sean Zhou
2011	—	`conf`	3D Segmentation of Rodent Brain Structures Using Hierarchical Shape Priors and Deformable Models. MICCAI (3) Shaoting Zhang, Junzhou Huang, Mustafa Gökhan Uzunbas, Tian Shen, Foteini Delis, Xiaolei Huang, Nora D. Volkow, Panayotis K. Thanos, Dimitris N. Metaxas
2011	—	`conf`	3D segmentation of rodent brain structures using Active Volume Model with shape priors. ISBI Shaoting Zhang, Junzhou Huang, Mustafa Gökhan Uzunbas, Tian Shen, Foteini Delis, Xiaolei Huang, Nora D. Volkow, Panayotis K. Thanos, Dimitris N. Metaxas
2011	—	`conf`	4D Cardiac Reconstruction Using High Resolution CT Images. FIMH Mingchen Gao, Junzhou Huang, Shaoting Zhang, Zhen Qian, Szilard Voros, Dimitris N. Metaxas, Leon Axel
2011	B	`conf`	A Belief Propagation algorithm for bias field estimation and image segmentation. ICIP Rui Huang, Nong Sang, Vladimir Pavlovic, Dimitris N. Metaxas
2011	J	`jnl`	A Component-Based Framework for Generalized Face Alignment. IEEE Trans. Syst. Man Cybern. Part B Yuchi Huang, Qingshan Liu, Dimitris N. Metaxas
2011	A	`conf`	A Framework for the Recognition of Nonmanual Markers in Segmented Sequences of American Sign Language. BMVC Nicholas Michael, Peng Yang, Qingshan Liu, Dimitris N. Metaxas, Carol Neidle
2011	J	`jnl`	A Level Set Method for Image Segmentation in the Presence of Intensity Inhomogeneities With Application to MRI. IEEE Trans. Image Process. Chunming Li, Rui Huang, Zhaohua Ding, Chris Gatenby, Dimitris N. Metaxas, John C. Gore
2011	A*	`conf`	Abnormal detection using interaction energy potentials. CVPR Xinyi Cui, Qingshan Liu, Mingchen Gao, Dimitris N. Metaxas
2011	J	`jnl`	Composite splitting algorithms for convex optimization. Comput. Vis. Image Underst. Junzhou Huang, Shaoting Zhang, Hongsheng Li, Dimitris N. Metaxas
2011	—	`conf`	Construction of Left Ventricle 3D Shape Atlas from Cardiac MRI. FIMH Shaoting Zhang, Mustafa Gökhan Uzunbas, Zhennan Yan, Mingchen Gao, Junzhou Huang, Dimitris N. Metaxas, Leon Axel
2011	A*	`conf`	Content quality based image retrieval with multiple instance boost ranking. ACM Multimedia Peng Yang, Hui Li, Qingshan Liu, Lin Zhong, Dimitris N. Metaxas
2011	—	`conf`	Deformable Segmentation via Sparse Shape Representation. MICCAI (2) Shaoting Zhang, Yiqiang Zhan, Maneesh Dewan, Junzhou Huang, Dimitris N. Metaxas, Xiang Sean Zhou
2011	J	`jnl`	Dynamic soft encoded patterns for facial event analysis. Comput. Vis. Image Underst. Peng Yang, Qingshan Liu, Dimitris N. Metaxas
2011	J	`jnl`	Efficient MR image reconstruction for compressed MR imaging. Medical Image Anal. Junzhou Huang, Shaoting Zhang, Dimitris N. Metaxas
2011	—	`conf`	Entangled Decision Forests and Their Application for Semantic Segmentation of CT Images. IPMI Albert Montillo, Jamie Shotton, John M. Winn, Juan Eugenio Iglesias, Dimitris N. Metaxas, Antonio Criminisi
2011	J	`jnl`	Expression flow for 3D-aware face component transfer. ACM Trans. Graph. Fei Yang, Jue Wang, Eli Shechtman, Lubomir D. Bourdev, Dimitris N. Metaxas
2011	B	`conf`	Eye localization through multiscale sparse dictionaries. FG Fei Yang, Junzhou Huang, Peng Yang, Dimitris N. Metaxas
2011	—	`ed.`	Functional Imaging and Modeling of the Heart - 6th International Conference, FIMH 2011, New York City, NY, USA, May 25-27, 2011. Proceedings FIMH Dimitris N. Metaxas, Leon Axel
2011	—	`conf`	Group sparsity based classification for cervigram segmentation. ISBI Yang Yu, Junzhou Huang, Shaoting Zhang, Christophe Restif, Xiaolei Huang, Dimitris N. Metaxas
2011	J	`jnl`	Hypergraph with sampling for image retrieval. Pattern Recognit. Qingshan Liu, Yuchi Huang, Dimitris N. Metaxas
2011	A*	`ed.`	IEEE International Conference on Computer Vision, ICCV 2011, Barcelona, Spain, November 6-13, 2011 ICCV Dimitris N. Metaxas, Long Quan, Alberto Sanfeliu, Luc Van Gool
2011	J	`jnl`	Identifying Regional Cardiac Abnormalities From Myocardial Strains Using Nontracking-Based Strain Estimation and Spatio-Temporal Tensor Analysis. IEEE Trans. Medical Imaging Zhen Qian, Qingshan Liu, Dimitris N. Metaxas, Leon Axel
2011	J	`jnl`	Learning with Structured Sparsity. J. Mach. Learn. Res. Junzhou Huang, Tong Zhang, Dimitris N. Metaxas
2011	—	`conf`	Patient-specific modeling and visualization of blood flow through the heart. ISBI Scott Kulp, Dimitris N. Metaxas, Zhen Qian, Szilard Voros, Leon Axel, Viorel Mihalef
2011	—	`conf`	Recognizing expressions from face and body gesture by temporal normalized motion and appearance features. CVPR Workshops Shizhi Chen, Yingli Tian, Qingshan Liu, Dimitris N. Metaxas
2011	J	`jnl`	Robust mesh editing using Laplacian coordinates. Graph. Model. Shaoting Zhang, Junzhou Huang, Dimitris N. Metaxas
2011	B	`conf`	Segment and recognize expression phase by fusion of motion area and neutral divergence features. FG Shizhi Chen, Yingli Tian, Qingshan Liu, Dimitris N. Metaxas
2011	A*	`conf`	Sparse shape composition: A new framework for shape prior modeling. CVPR Shaoting Zhang, Yiqiang Zhan, Maneesh Dewan, Junzhou Huang, Dimitris N. Metaxas, Xiang Sean Zhou
2011	B	`conf`	Sparse shape registration for occluded facial feature localization. FG Fei Yang, Junzhou Huang, Dimitris N. Metaxas
2011	—	`conf`	Tracking C. elegans swimming for high-throughput phenotyping. ISBI Christophe Restif, Carolina Ibáñez-Ventoso, Monica Driscoll, Dimitris N. Metaxas
2011	J	`jnl`	Unsupervised Image Categorization by Hypergraph Partition. IEEE Trans. Pattern Anal. Mach. Intell. Yuchi Huang, Qingshan Liu, Fengjun Lv, Yihong Gong, Dimitris N. Metaxas
2011	—	`conf`	Using High Resolution Cardiac CT Data to Model and Visualize Patient-Specific Interactions between Trabeculae and Blood Flow. MICCAI (1) Scott Kulp, Mingchen Gao, Shaoting Zhang, Zhen Qian, Szilard Voros, Dimitris N. Metaxas, Leon Axel
2010	B	`conf`	A comparison of tracking methods for swimming C. Elegans. Image Processing Christophe Restif, Dimitris N. Metaxas
2010	J	`jnl`	Automated 3D Motion Tracking Using Gabor Filter Bank, Robust Point Matching, and Deformable Models. IEEE Trans. Medical Imaging Ting Chen, Xiaoxu Wang, Sohae Chung, Dimitris N. Metaxas, Leon Axel
2010	A*	`conf`	Automatic image annotation using group sparsity. CVPR Shaoting Zhang, Junzhou Huang, Yuchi Huang, Yang Yu, Hongsheng Li, Dimitris N. Metaxas
2010	B	`conf`	Cervigram image segmentation based on reconstructive sparse representations. Image Processing Shaoting Zhang, Junzhou Huang, Wei Wang, Xiaolei Huang, Dimitris N. Metaxas
2010	—	`conf`	Discriminative sparse representations for cervigram image segmentation. ISBI Shaoting Zhang, Junzhou Huang, Dimitris N. Metaxas, Wei Wang, Xiaolei Huang
2010	—	`conf`	Efficient MR Image Reconstruction for Compressed MR Imaging. MICCAI (1) Junzhou Huang, Shaoting Zhang, Dimitris N. Metaxas
2010	A*	`conf`	Exploring facial expressions with compositional features. CVPR Peng Yang, Qingshan Liu, Dimitris N. Metaxas
2010	—	`conf`	Fast Optimization for Mixture Prior Models. ECCV (3) Junzhou Huang, Shaoting Zhang, Dimitris N. Metaxas
2010	A*	`conf`	Image retrieval via probabilistic hypergraph ranking. CVPR Yuchi Huang, Qingshan Liu, Shaoting Zhang, Dimitris N. Metaxas
2010	—	`conf`	Invited Talk: Coupling Deformable Models and Learning Methods for Nonverbal Behavior Analysis: Applications to Deception, Multi-cultural Studies and ASL. ECCV Workshops (1) Dimitris N. Metaxas
2010	J	`jnl`	Lennard-Jones force field for geometric active contour. Signal Process. Zhenglong Li, Qingshan Liu, Hanqing Lu, Dimitris N. Metaxas
2010	—	`conf`	Lesion-Specific Coronary Artery Calcium Quantification for Predicting Cardiac Event with Multiple Instance Support Vector Machines. MICCAI (1) Qingshan Liu, Zhen Qian, Idean Marvasty, Sarah Rinehart, Szilard Voros, Dimitris N. Metaxas
2010	—	`conf`	Motion Profiles for Deception Detection Using Visual Cues. ECCV (6) Nicholas Michael, Mark Dilsizian, Dimitris N. Metaxas, Judee K. Burgoon
2010	B	`conf`	Ranking Model for Facial Age Estimation. ICPR Peng Yang, Lin Zhong, Dimitris N. Metaxas
2010	—	`conf`	Skeleton Based As-Rigid-As-Possible Volume Modeling. Eurographics (Short Papers) Shaoting Zhang, Andrew Nealen, Dimitris N. Metaxas
2009	—	`conf`	3D Meshless Prostate Segmentation and Registration in Image Guided Radiotherapy. MICCAI (1) Ting Chen, Sung N. Kim, Jinghao Zhou, Dimitris N. Metaxas, Gunaretnam Rajagopal, Ning J. Yue
2009	—	`conf`	3D segmentation of rodent brains using deformable models and variational methods. CVPR Workshops Shaoting Zhang, Jinghao Zhou, Xiaoxu Wang, Sukmoon Chang, Dimitris N. Metaxas, George J. Pappas, Foteini Delis, Nora D. Volkow, Gene-Jack Wang, Panayotis K. Thanos, Chandra Kambhamettu
2009	—	`conf`	Atrioventricular Blood Flow Simulation Based on Patient-Specific Data. FIMH Viorel Mihalef, Dimitris N. Metaxas, Mark Sussman, Vassilios Hurmusiadis, Leon Axel
2009	J	`jnl`	Boosting encoded dynamic features for facial expression recognition. Pattern Recognit. Lett. Peng Yang, Qingshan Liu, Dimitris N. Metaxas
2009	J	`jnl`	CoCRF Deformable Model: A Geometric Model Driven by Collaborative Conditional Random Fields. IEEE Trans. Image Process. Gabriel Tsechpenakis, Dimitris N. Metaxas
2009	A*	`conf`	D - Clutter: Building object model library from unsupervised segmentation of cluttered scenes. CVPR Gowri Somanath, M. V. Rohith, Dimitris N. Metaxas, Chandra Kambhamettu
2009	J	`jnl`	Detecting Concealment of Intent in Transportation Screening: A Proof of Concept. IEEE Trans. Intell. Transp. Syst. Judee K. Burgoon, Douglas P. Twitchell, Matthew L. Jensen, Thomas O. Meservy, Mark Adkins, John Kruse, Amit V. Deokar, Gabriel Tsechpenakis, Shan Lu, Dimitris N. Metaxas, Jay F. Nunamaker Jr., Robert Younger
2009	J	`jnl`	Editorial. Medical Image Anal. Dimitris N. Metaxas, Leon Axel
2009	J	`jnl`	Guest Editors' Introduction to the Special Section on Probabilistic Graphical Models. IEEE Trans. Pattern Anal. Mach. Intell. Qiang Ji, Jiebo Luo, Dimitris N. Metaxas, Antonio Torralba, Thomas S. Huang, Erik B. Sudderth
2009	—	`conf`	LV Surface Reconstruction from Sparse TMRI Using Laplacian Surface Deformation and Optimization. ISBI Shaoting Zhang, Xiaoxu Wang, Dimitris N. Metaxas, Ting Chen, Leon Axel
2009	A*	`conf`	Learning with dynamic group sparsity. ICCV Junzhou Huang, Xiaolei Huang, Dimitris N. Metaxas
2009	A*	`conf`	Learning with structured sparsity. ICML Junzhou Huang, Tong Zhang, Dimitris N. Metaxas
2009	J	`jnl`	Medical modeling special issue: An introduction. Comput. Aided Des. Dimitris N. Metaxas
2009	A*	`conf`	RankBoost with l1 regularization for facial expression recognition and intensity estimation. ICCV Peng Yang, Qingshan Liu, Dimitris N. Metaxas
2009	—	`conf`	Segmentation of Rodent Brains from MRI Based on a Novel Statistical Structure Prediction Method. ISBI Jinghao Zhou, Sukmoon Chang, Shaoting Zhang, George J. Pappas, Michael Michaelides, Foteini Delis, Nora D. Volkow, Panayotis K. Thanos, Dimitris N. Metaxas
2009	J	`jnl`	Simulation of two-phase flow with sub-scale droplet and bubble effects. Comput. Graph. Forum Viorel Mihalef, Dimitris N. Metaxas, Mark Sussman
2009	A	`conf`	Spatial and temporal pyramids for grammatical expression recognition of American sign language. ASSETS Nicholas Michael, Dimitris N. Metaxas, Carol Neidle
2009	A*	`conf`	Temporal spectral residual: fast motion saliency detection. ACM Multimedia Xinyi Cui, Qingshan Liu, Dimitris N. Metaxas
2009	A*	`conf`	Video object segmentation by hypergraph cut. CVPR Yuchi Huang, Qingshan Liu, Dimitris N. Metaxas
2008	—	`conf`	3D cardiac motion tracking using Robust Point Matching and meshless deformable models. ISBI Ting Chen, Xiaoxu Wang, Dimitris N. Metaxas, Leon Axel
2008	J	`jnl`	A Novel Computational Approach for Simultaneous Tracking and Feature Extraction of IEEE Trans. Biomed. Eng. Gabriel Tsechpenakis, Laura Bianchi, Dimitris N. Metaxas, Monica Driscoll
2008	—	`conf`	A Variational Level Set Approach to Segmentation and Bias Correction of Images with Intensity Inhomogeneity. MICCAI (2) Chunming Li, Rui Huang, Zhaohua Ding, Chris Gatenby, Dimitris N. Metaxas, John C. Gore
2008	—	`conf`	A novel learning based segmentation method for rodent brain structures using MRI. ISBI Jinghao Zhou, Sukmoon Chang, Qingshan Liu, George J. Pappas, Vasilios Boronikolas, Michael Michaelides, Nora D. Volkow, Panayotis K. Thanos, Dimitris N. Metaxas
2008	—	`conf`	Active Volume Models with Probabilistic Object Boundary Prediction Module. MICCAI (1) Tian Shen, Yaoyao Zhu, Xiaolei Huang, Junzhou Huang, Dimitris N. Metaxas, Leon Axel
2008	A*	`conf`	Facial expression recognition using encoded dynamic features. CVPR Peng Yang, Qingshan Liu, Xinyi Cui, Dimitris N. Metaxas
2008	—	`conf`	Fast Motion Tracking of Tagged MRI Using Angle-Preserving Meshless Registration. MICCAI (2) Ting Chen, Xiaoxu Wang, Dimitris N. Metaxas, Leon Axel
2008	A*	`conf`	Fast algorithms for large scale conditional 3D prediction. CVPR Liefeng Bo, Cristian Sminchisescu, Atul Kanaujia, Dimitris N. Metaxas
2008	—	`ed.`	Human Motion, Understanding, Modelling, Capture, and Animation [Dagstuhl Seminar, 11.06. - 16.06.2006]. Human Motion Bodo Rosenhahn, Reinhard Klette, Dimitris N. Metaxas
2008	—	`conf`	Identifying Regional Cardiac Abnormalities from Myocardial Strains Using Spatio-temporal Tensor Analysis. MICCAI (1) Zhen Qian, Qingshan Liu, Dimitris N. Metaxas, Leon Axel
2008	J	`jnl`	Interaction of two-phase flow with animated models. Graph. Model. Viorel Mihalef, Samet Y. Kadioglu, Mark Sussman, Dimitris N. Metaxas, Vassilios Hurmusiadis
2008	—	`conf`	LV Motion and Strain Computation from tMRI Based on Meshless Deformable Models. MICCAI (1) Xiaoxu Wang, Ting Chen, Shaoting Zhang, Dimitris N. Metaxas, Leon Axel
2008	B	`conf`	Lennard-Jones force field for Geometric Active Contour. ICPR Zhenglong Li, Qingshan Liu, Hanqing Lu, Dimitris N. Metaxas
2008	—	`ed.`	Medical Image Computing and Computer-Assisted Intervention - MICCAI 2008, 11th International Conference, New York, NY, USA, September 6-10, 2008, Proceedings, Part I MICCAI (1) Dimitris N. Metaxas, Leon Axel, Gabor Fichtinger, Gábor Székely
2008	—	`ed.`	Medical Image Computing and Computer-Assisted Intervention - MICCAI 2008, 11th International Conference, New York, NY, USA, September 6-10, 2008, Proceedings, Part II MICCAI (2) Dimitris N. Metaxas, Leon Axel, Gabor Fichtinger, Gábor Székely
2008	A*	`conf`	Meshless deformable models for LV motion analysis. CVPR Xiaoxu Wang, Dimitris N. Metaxas, Ting Chen, Leon Axel
2008	J	`jnl`	Metamorphs: Deformable Shape and Appearance Models. IEEE Trans. Pattern Anal. Mach. Intell. Xiaolei Huang, Dimitris N. Metaxas
2008	—	`conf`	Non-tracking-based 2D strain estimation in tagged MRI. ISBI Zhen Qian, Dimitris N. Metaxas, Leon Axel
2008	—	`conf`	Similarity Features for Facial Event Analysis. ECCV (1) Peng Yang, Qingshan Liu, Dimitris N. Metaxas
2008	A*	`conf`	Simultaneous image transformation and sparse representation recovery. CVPR Junzhou Huang, Xiaolei Huang, Dimitris N. Metaxas
2008	—	`conf`	Tag Separation in Cardiac Tagged MRI. MICCAI (2) Junzhou Huang, Zhen Qian, Xiaolei Huang, Dimitris N. Metaxas, Leon Axel
2008	—	`conf`	Tracking the Swimming Motions of C. elegansWorms with Applications in Aging Studies. MICCAI (1) Christophe Restif, Dimitris N. Metaxas
2008	—	`conf`	Unifying Subspace and Distance Metric Learning with Bhattacharyya Coefficient for Image Classification. ETVC Qingshan Liu, Dimitris N. Metaxas
2007	A*	`conf`	A Component Based Deformable Model for Generalized Face Alignment. ICCV Yuchi Huang, Qingshan Liu, Dimitris N. Metaxas
2007	—	`ch.`	A Graphical Model Framework for Image Segmentation. Applied Graph Theory in Computer Vision and Pattern Recognition Rui Huang, Vladimir Pavlovic, Dimitris N. Metaxas
2007	—	`conf`	A Novel Tag Removal Technique for Tagged Cardiac Mri and Its Applications. ISBI Zhen Qian, Rui Huang, Dimitris N. Metaxas, Leon Axel
2007	—	`conf`	A Unified Framework of Subspace and Distance Metric Learning for Face Recognition. AMFG Qingshan Liu, Dimitris N. Metaxas
2007	J	`jnl`	A combustion-based technique for fire animation and visualization. Vis. Comput. Kyungha Min, Dimitris N. Metaxas
2007	—	`conf`	Adaptive Metamorphs Model for 3D Medical Image Segmentation. MICCAI (1) Junzhou Huang, Xiaolei Huang, Dimitris N. Metaxas, Leon Axel
2007	J	`jnl`	BM IEEE Trans. Pattern Anal. Mach. Intell. Cristian Sminchisescu, Atul Kanaujia, Dimitris N. Metaxas
2007	A*	`conf`	Boosting Coded Dynamic Features for Facial Action Units and Facial Expression Recognition. CVPR Peng Yang, Qingshan Liu, Dimitris N. Metaxas
2007	A*	`conf`	CRF-driven Implicit Deformable Model. CVPR Gabriel Tsechpenakis, Dimitris N. Metaxas
2007	—	`conf`	Cell Segmentation and Tracking Using Texture-adaptive Snakes. ISBI Xiaoxu Wang, Weijun He, Dimitris N. Metaxas, Robin Mathew, Eleen White
2007	A*	`conf`	Coupling CRFs and Deformable Models for 3D Medical Image Segmentation. ICCV Gabriel Tsechpenakis, Jianhua Wang, Brandon Mayer, Dimitris N. Metaxas
2007	—	`conf`	Dynamic Texture Based Heart Localization and Segmentation in 4-D Cardiac Images. ISBI Junzhou Huang, Xiaolei Huang, Dimitris N. Metaxas, Leon Axel
2007	Misc	`conf`	Dynamic Tracking of Facial Expressions Using Adaptive, Overlapping Subspaces. International Conference on Computational Science (1) Dimitris N. Metaxas, Atul Kanaujia, Zhiguo Li
2007	A*	`conf`	Embedded Profile Hidden Markov Models for Shape Analysis. ICCV Rui Huang, Vladimir Pavlovic, Dimitris N. Metaxas
2007	—	`conf`	Face Mis-alignment Analysis by Multiple-Instance Subspace. ACCV (2) Zhiguo Li, Qingshan Liu, Dimitris N. Metaxas
2007	A	`conf`	Facial Expression Recognition using Encoded Dynamic Features. ICME Peng Yang, Qingshan Liu, Dimitris N. Metaxas
2007	C	`conf`	Facial Features Tracking for Gross Head Movement analysis and Expression Recognition. MMSP Dimitris N. Metaxas
2007	J	`jnl`	Guest Editorial: Medical Imaging Informatics - an Information Processing from Image Formation to Visualization. Int. J. Image Graph. Jerome Zhengrong Liang, Hongbing Lu, Dimitris N. Metaxas, Joseph M. Reinhardt
2007	J	`jnl`	Human gait recognition at sagittal plane. Image Vis. Comput. Rong Zhang, Christian Vogler, Dimitris N. Metaxas
2007	—	`conf`	Large Scale Learning of Active Shape Models. ICIP (1) Atul Kanaujia, Dimitris N. Metaxas
2007	—	`conf`	Learning Methods in Segmentation of Cardiac Tagged MRI. ISBI Zhen Qian, Dimitris N. Metaxas, Leon Axel
2007	C	`conf`	Nonlinear Dynamic Shape and Appearance Models for Facial Motion Tracking. PSIVT Chan-Su Lee, Ahmed M. Elgammal, Dimitris N. Metaxas
2007	A*	`conf`	Optimization and Learning for Registration of Moving Dynamic Textures. ICCV Junzhou Huang, Xiaolei Huang, Dimitris N. Metaxas
2007	J	`jnl`	Outlier rejection in high-dimensional deformable models. Image Vis. Comput. Christian Vogler, Siome Goldenstein, Jorge Stolfi, Vladimir Pavlovic, Dimitris N. Metaxas
2007	—	`conf`	Reconstruction of Detailed Left Ventricle Motion from tMRI Using Deformable Models. FIMH Xiaoxu Wang, Joël Schaerer, Suejung B. Huh, Zhen Qian, Dimitris N. Metaxas, Ting Chen, Leon Axel
2007	—	`conf`	Registration of Lung Tissue Between Fluoroscope and CT Images: Determination of Beam Gating Parameters in Radiotherapy. MICCAI (1) Sukmoon Chang, Jinghao Zhou, Qingshan Liu, Dimitris N. Metaxas, Bruce G. Haffty, Sung N. Kim, Salma J. Jabbour, Ning J. Yue
2007	A*	`conf`	Semi-supervised Hierarchical Models for 3D Human Pose Reconstruction. CVPR Atul Kanaujia, Cristian Sminchisescu, Dimitris N. Metaxas
2007	—	`conf`	Shape Analysis Using Curvature-Based Descriptors and Profile Hidden Markov Models. ISBI Rui Huang, Vladimir Pavlovic, Dimitris N. Metaxas
2007	A*	`conf`	Spectral Latent Variable Models for Perceptual Inference. ICCV Atul Kanaujia, Cristian Sminchisescu, Dimitris N. Metaxas
2007	J	`jnl`	Textured Liquids based on the Marker Level Set. Comput. Graph. Forum Viorel Mihalef, Dimitris N. Metaxas, Mark Sussman
2007	A*	`conf`	The Best of Both Worlds: Combining 3D Deformable Models with Active Shape Models. ICCV Christian Vogler, Zhiguo Li, Atul Kanaujia, Siome Goldenstein, Dimitris N. Metaxas
2007	—	`conf`	Ultrasound Myocardial Elastography and Registered 3D Tagged MRI: Quantitative Strain Comparison. MICCAI (1) Zhen Qian, Wei-Ning Lee, Elisa E. Konofagou, Dimitris N. Metaxas, Leon Axel
2007	A*	`conf`	Using the P ICCV Christopher Russell, Dimitris N. Metaxas, Christophe Restif, Philip H. S. Torr
2007	—	`conf`	Validation of Myocardial Elastography Using MR Tagging in Normal and Abnormal Human Hearts in Vivo. ISBI Wei-Ning Lee, Zhen Qian, Christina L. Tosti, Srirama V. Swaminathan, Truman R. Brown, Dimitris N. Metaxas, Elisa E. Konofagou
2007	—	`conf`	Vascular Structure Segmentation and Bifurcation Detection. ISBI Jinghao Zhou, Sukmoon Chang, Dimitris N. Metaxas, Leon Axel
2006	—	`conf`	06241 Abstracts Collection - Human Motion - Understanding, Modeling, Capture and Animation. 13th Workshop. Human Motion - Understanding, Modeling, Capture and Animation. 13th Workshop Bodo Rosenhahn, Reinhard Klette, Dimitris N. Metaxas
2006	—	`conf`	3D tumor shape reconstruction from 2D bioluminescence images. ISBI Junzhou Huang, Xiaolei Huang, Dimitris N. Metaxas, Debarata Banerjee
2006	B	`conf`	A Profile Hidden Markov Model Framework for Modeling and Analysis of Shape. ICIP Rui Huang, Vladimir Pavlovic, Dimitris N. Metaxas
2006	—	`conf`	A Segmentation and Tracking System for 4D Cardiac Tagged MR Images. EMBC Dimitris N. Metaxas, Leon Axel, Zhen Qian, Xiaolei Huang
2006	J	`jnl`	A collision resolution algorithm for clump-free fast moving cloth. Vis. Comput. Suejung B. Huh, Dimitris N. Metaxas
2006	—	`conf`	A tightly coupled region-shape framework for 3D medical image segmentation. ISBI Rui Huang, Vladimir Pavlovic, Dimitris N. Metaxas
2006	C	`conf`	Active Contours with Level-Set for Extracting Feature Curves from Triangular Meshes. Computer Graphics International Kyungha Min, Dimitris N. Metaxas, Moon-Ryul Jung
2006	—	`conf`	An Automatic Method for Ground Glass Opacity Nodule Detection and Segmentation from CT Studies. EMBC Jinghao Zhou, Sukmoon Chang, Dimitris N. Metaxas, Binsheng Zhao, Michelle S. Ginsberg, Lawrence H. Schwartz
2006	—	`conf`	Automatic Detection and Segmentation of Ground Glass Opacity Nodules. MICCAI (1) Jinghao Zhou, Sukmoon Chang, Dimitris N. Metaxas, Binsheng Zhao, Lawrence H. Schwartz, Michelle S. Ginsberg
2006	—	`conf`	Boosting and Nonparametric Based Tracking of Tagged MRI Cardiac Boundaries. MICCAI (1) Zhen Qian, Dimitris N. Metaxas, Leon Axel
2006	—	`conf`	Combining Discrete and Continuous 3D Trackers. Human Motion Gabriel Tsechpenakis, Dimitris N. Metaxas, Carol Neidle
2006	J	`jnl`	Conditional models for contextual human motion recognition. Comput. Vis. Image Underst. Cristian Sminchisescu, Atul Kanaujia, Dimitris N. Metaxas
2006	Misc	`conf`	Dynamically Adaptive Tracking of Gestures and Facial Expressions. International Conference on Computational Science (3) Dimitris N. Metaxas, Gabriel Tsechpenakis, Zhiguo Li, Yuichi Huang, Atul Kanaujia
2006	—	`conf`	Emblem Detections by Tracking Facial Features. CVPR Workshops Atul Kanaujia, Yuchi Huang, Dimitris N. Metaxas
2006	—	`conf`	Extraction and Tracking of MRI Tagging Sheets Using a 3D Gabor Filter Bank. EMBC Zhen Qian, Dimitris N. Metaxas, Leon Axel
2006	B	`conf`	False-positive elimination for computer-aided detection of pulmonary micronodules. Image Processing Sukmoon Chang, Jinghao Zhou, Dimitris N. Metaxas, Leon Axel
2006	—	`ed.`	Human Motion - Understanding, Modeling, Capture and Animation. 13th Workshop, 11.06. - 16.06.2006 Human Motion - Understanding, Modeling, Capture and Animation. 13th Workshop Bodo Rosenhahn, Reinhard Klette, Dimitris N. Metaxas
2006	C	`conf`	Hybrid Deformable Models for Medical Segmentation and Registration. ICARCV Dimitris N. Metaxas, Zhen Qian, Xiaolei Huang, Rui Huang, Ting Chen, Leon Axel
2006	—	`ch.`	Integrating Shape and Texture in DeformabIe Models: from Hybrid Methods to Metamorphs. Handbook of Mathematical Models in Computer Vision Dimitris N. Metaxas, Xiaolei Huang, Ting Chen
2006	B	`conf`	Learning Ambiguities Using Bayesian Mixture of Experts. ICTAI Atul Kanaujia, Dimitris N. Metaxas
2006	—	`conf`	Learning Joint Top-Down and Bottom-up Processes for 3D Visual Inference. CVPR (2) Cristian Sminchisescu, Atul Kanaujia, Dimitris N. Metaxas
2006	—	`conf`	Learning Multi-category Classification in Bayesian Framework. ACCV (1) Atul Kanaujia, Dimitris N. Metaxas
2006	J	`jnl`	Learning-based dynamic coupling of discrete and continuous trackers. Comput. Vis. Image Underst. Gabriel Tsechpenakis, Dimitris N. Metaxas, Carol Neidle
2006	—	`ch.`	On the Representation of Shapes Using Implicit Functions. Statistics and Analysis of Shapes Nikos Paragios, Maxime Taron, Xiaolei Huang, Mikaël Rousson, Dimitris N. Metaxas
2006	—	`conf`	Patch-Based Texture Edges and Segmentation. ECCV (2) Lior Wolf, Xiaolei Huang, Ian Martin, Dimitris N. Metaxas
2006	—	`conf`	Physics based boiling simulation. Symposium on Computer Animation Viorel Mihalef, B. Unlusu, Dimitris N. Metaxas, Mark Sussman, M. Yousuff Hussaini
2006	A	`conf`	RO-SVM: Support Vector Machine with Reject Option for Image Categorization. BMVC Rong Zhang, Dimitris N. Metaxas
2006	—	`conf`	Recognizing Facial Expressions by Tracking Feature Shapes. ICPR (2) Atul Kanaujia, Dimitris N. Metaxas
2006	J	`jnl`	Shape Registration in Implicit Spaces Using Information Theory and Free Form Deformations. IEEE Trans. Pattern Anal. Mach. Intell. Xiaolei Huang, Nikos Paragios, Dimitris N. Metaxas
2006	A	`conf`	Synthesis and Control of High Resolution Facial Expressions for Visual Interactions. ICME Chan-Su Lee, Ahmed M. Elgammal, Dimitris N. Metaxas
2006	—	`conf`	Tracking Facial Features Using Mixture of Point Distribution Models. ICVGIP Atul Kanaujia, Yuchi Huang, Dimitris N. Metaxas
2006	—	`conf`	Vessel boundary extraction using ridge scan-conversion deformable model. ISBI Jinghao Zhou, Sukmoon Chang, Dimitris N. Metaxas, Leon Axel
2005	—	`conf`	A Hybrid Framework for Image Segmentation Using Probabilistic Integration of Heterogeneous Constraints. CVBIA Rui Huang, Vladimir Pavlovic, Dimitris N. Metaxas
2005	—	`conf`	A Learning Framework for the Automatic and Accurate Segmentation of Cardiac Tagged MRI Images. CVBIA Zhen Qian, Dimitris N. Metaxas, Leon Axel
2005	—	`conf`	A New Combinatorial Approach to Supervised Learning: Application to Gait Recognition. AMFG Rong Zhang, Akshay Vashist, Ilya B. Muchnik, Casimir A. Kulikowski, Dimitris N. Metaxas
2005	C	`conf`	A collision resolution algorithm for clump-free fast moving cloth. Computer Graphics International Suejung B. Huh, Dimitris N. Metaxas
2005	J	`jnl`	A hybrid framework for 3D medical image segmentation. Medical Image Anal. Ting Chen, Dimitris N. Metaxas
2005	—	`conf`	An Approach for Intent Identification by Building on Deception Detection. HICSS Judee K. Burgoon, Mark Adkins, John Kruse, Matthew L. Jensen, Thomas O. Meservy, Douglas P. Twitchell, Amit V. Deokar, Jay F. Nunamaker Jr., Shan Lu, Gabriel Tsechpenakis, Dimitris N. Metaxas, Robert Younger
2005	J	`jnl`	Automated detection of prostatic adenocarcinoma from high-resolution ex vivo MRI. IEEE Trans. Medical Imaging Anant Madabhushi, Michael D. Feldman, Dimitris N. Metaxas, John Tomaszewski, Deborah Chute
2005	—	`conf`	Blob Analysis of the Head and Hands: A Method for Deception Detection. HICSS Shan Lu, Gabriel Tsechpenakis, Dimitris N. Metaxas, Matthew L. Jensen, John Kruse
2005	—	`conf`	Computational Modeling and Simulation of Heart Ventricular Mechanics from Tagged MRI. FIMH Zhenhua Hu, Dimitris N. Metaxas, Leon Axel
2005	—	`conf`	Computational modeling and simulation of heart ventricular mechanics with tagged MRI. Symposium on Solid and Physical Modeling Zhenhua Hu, Dimitris N. Metaxas, Leon Axel
2005	A*	`conf`	Conditional Random Fields for Contextual Human Motion Recognition. ICCV Cristian Sminchisescu, Atul Kanaujia, Zhiguo Li, Dimitris N. Metaxas
2005	—	`conf`	Conditional Visual Tracking in Kernel Space. NIPS Cristian Sminchisescu, Atul Kanaujia, Zhiguo Li, Dimitris N. Metaxas
2005	J	`jnl`	Deception Detection through Automatic, Unobtrusive Analysis of Nonverbal Behavior. IEEE Intell. Syst. Thomas O. Meservy, Matthew L. Jensen, John Kruse, Douglas P. Twitchell, Judee K. Burgoon, Dimitris N. Metaxas, Jay F. Nunamaker Jr.
2005	—	`conf`	Deformable-Model Based Textured Object Segmentation. EMMCVPR Xiaolei Huang, Zhen Qian, Rui Huang, Dimitris N. Metaxas
2005	—	`conf`	Discriminative Density Propagation for 3D Human Motion Estimation. CVPR (1) Cristian Sminchisescu, Atul Kanaujia, Zhiguo Li, Dimitris N. Metaxas
2005	Misc	`conf`	Dynamic Data Driven Coupling of Continuous and Discrete Methods for 3D Tracking. International Conference on Computational Science (2) Dimitris N. Metaxas, Gabriel Tsechpenakis
2005	A	`conf`	Efficient Learning by Combining Confidence-Rated Classifiers to Incorporate Unlabeled Medical Data. MICCAI Weijun He, Xiaolei Huang, Dimitris N. Metaxas, Xiaoyou Ying
2005	A	`conf`	HMM-Based Deception Recognition from Visual Cues. ICME Gabriel Tsechpenakis, Dimitris N. Metaxas, Mark Adkins, John Kruse, Judee K. Burgoon, Matthew L. Jensen, Thomas O. Meservy, Douglas P. Twitchell, Amit V. Deokar, Jay F. Nunamaker Jr.
2005	J	`jnl`	Incremental Model-Based Estimation Using Geometric Constraints. IEEE Trans. Pattern Anal. Mach. Intell. Cristian Sminchisescu, Dimitris N. Metaxas, Sven J. Dickinson
2005	J	`jnl`	Introduction. Commun. ACM Dimitris N. Metaxas
2005	J	`jnl`	Open science - combining open data and open source software: Medical image analysis with the Insight Toolkit. Medical Image Anal. Terry S. Yoo, Dimitris N. Metaxas
2005	J	`jnl`	Volumetric heart modeling and analysis. Commun. ACM Kyoungju Park, Albert Montillo, Dimitris N. Metaxas, Leon Axel
2004	—	`conf`	3D Cardiac Anatomy Reconstruction Using High Resolution CT Data. MICCAI (1) Ting Chen, Dimitris N. Metaxas, Leon Axel
2004	—	`conf`	3D Facial Tracking from Corrupted Movie Sequences. CVPR (1) Siome Goldenstein, Christian Vogler, Dimitris N. Metaxas
2004	—	`conf`	A Graphical Model Framework for Coupling MRFs and Deformable Models. CVPR (2) Rui Huang, Vladimir Pavlovic, Dimitris N. Metaxas
2004	—	`conf`	A Hierarchical Framework For High Resolution Facial Expression Tracking. CVPR Workshops Xiaolei Huang, Song Zhang, Yang Wang, Dimitris N. Metaxas, Dimitris Samaras
2004	—	`conf`	A Hybrid 3D Segmentation Framework. ISBI Dimitris N. Metaxas
2004	—	`conf`	A Hybrid Face Recognition Method using Markov Random Fields. ICPR (3) Rui Huang, Dimitris N. Metaxas, Vladimir Pavlovic
2004	—	`conf`	Animation and control of breaking waves. Symposium on Computer Animation Viorel Mihalef, Dimitris N. Metaxas, Mark Sussman
2004	B	`conf`	Distinguishing Mislabeled Data from Correctly Labeled Data in Classifier Design. ICTAI Sundara Venkataraman, Dimitris N. Metaxas, Dmitriy Fradkin, Casimir A. Kulikowski, Ilya B. Muchnik
2004	J	`jnl`	High Resolution Acquisition, Learning and Transfer of Dynamic 3D Facial Expressions. Comput. Graph. Forum Yang Wang, Xiaolei Huang, Chan-Su Lee, Song Zhang, Zhiguo Li, Dimitris Samaras, Dimitris N. Metaxas, Ahmed M. Elgammal, Peisen Huang
2004	—	`conf`	Human Gait Recognition. CVPR Workshops Rong Zhang, Christian Vogler, Dimitris N. Metaxas
2004	—	`conf`	Hybrid Image Registration based on Configural Matching of Scale-Invariant Salient Region Features. CVPR Workshops Xiaolei Huang, Yiyong Sun, Dimitris N. Metaxas, Frank Sauer, Chenyang Xu
2004	Misc	`conf`	Image-Based Stress Recognition Using a Model-Based Dynamic Face Tracking System. International Conference on Computational Science Dimitris N. Metaxas, Sundara Venkataraman, Christian Vogler
2004	—	`conf`	Learning Coupled Prior Shape and Appearance Models for Segmentation. MICCAI (1) Xiaolei Huang, Zhiguo Li, Dimitris N. Metaxas
2004	—	`ed.`	Medical Simulation: International Symposium, ISMS 2004, Cambridge, MA, USA, June 17-18, 2004. Proceedings ISMS Stephane Cotin, Dimitris N. Metaxas
2004	—	`conf`	MetaMorphs: Deformable Shape and Texture Models. CVPR (1) Xiaolei Huang, Dimitris N. Metaxas, Ting Chen
2004	—	`conf`	Outlier Rejection in Deformable Model Tracking. CVPR Workshops Siome Goldenstein, Christian Vogler, Jorge Stolfi, Vladimir Pavlovic, Dimitris N. Metaxas
2004	—	`conf`	Pulmonary Micronodule Detection from 3D Chest CT. MICCAI (2) Sukmoon Chang, Hirosh Emoto, Dimitris N. Metaxas, Leon Axel
2003	—	`conf`	A Finite Element Model for Functional Analysis of 4D Cardiac-Tagged MR Images. MICCAI (1) Kyoungju Park, Dimitris N. Metaxas, Leon Axel
2003	—	`conf`	A Novel Stochastic Combination of 3D Texture Features for Automated Segmentation of Prostatic Adenocarcinoma from High Resolution MRI. MICCAI (1) Anant Madabhushi, Michael D. Feldman, Dimitris N. Metaxas, Deborah Chute, John Tomaszewski
2003	—	`conf`	Automated Model-Based Segmentation of the Left and Right Ventricles in Tagged Cardiac MRI. MICCAI (1) Albert Montillo, Dimitris N. Metaxas, Leon Axel
2003	J	`jnl`	Combining Low, High-Level and Empirical Domain Specific Knowledge for Automated Segmentation of Ultrasonic Breast Lesions. IEEE Trans. Medical Imaging Anant Madabhushi, Dimitris N. Metaxas
2003	—	`conf`	Deformable Model Based Shape Analysis Stone Tool Application. CVPR Workshops Kyoungju Park, April Nowell, Dimitris N. Metaxas
2003	—	`conf`	Establishing Local Correspondences towards Compact Representations of Anatomical Structures. MICCAI (2) Xiaolei Huang, Nikos Paragios, Dimitris N. Metaxas
2003	—	`conf`	Feel the "fabric": an audio-haptic interface. Symposium on Computer Animation Gang Huang, Dimitris N. Metaxas, M. Govindaraj
2003	—	`conf`	Gibbs Prior Models, Marching Cubes, and Deformable Models: A Hybrid Framework for 3D Medical Image Segmentation. MICCAI (2) Ting Chen, Dimitris N. Metaxas
2003	—	`conf`	Handshapes and Movements: Multiple-Channel American Sign Language Recognition. Gesture Workshop Christian Vogler, Dimitris N. Metaxas
2003	B	`conf`	Hybrid segmentation framework for 3D medical image analysis. Image Processing Ting Chen, Dimitris N. Metaxas
2003	J	`jnl`	In vivo strain and stress estimation of the heart left and right ventricles from MRI images. Medical Image Anal. Zhenhua Hu, Dimitris N. Metaxas, Leon Axel
2003	J	`jnl`	Incorporating Illumination Constraints in Deformable Models for Shape from Shading and Light Direction Estimation. IEEE Trans. Pattern Anal. Mach. Intell. Dimitris Samaras, Dimitris N. Metaxas
2003	B	`conf`	Interaction between noise suppression and inhomogeneity correction in MRI. Image Processing Albert Montillo, Jayaram K. Udupa, Leon Axel, Dimitris N. Metaxas
2003	—	`conf`	Left Ventricle Composite Material Model for Stress-Strain Analysis. IS4TH Zhenhua Hu, Dimitris N. Metaxas, Leon Axel
2003	—	`conf`	Scan-Conversion Algorithm for Ridge Point Detection on Tubular Objects. MICCAI (2) Sukmoon Chang, Dimitris N. Metaxas, Leon Axel
2003	J	`jnl`	Statistical Cue Integration in DAG Deformable Models. IEEE Trans. Pattern Anal. Mach. Intell. Siome Goldenstein, Christian Vogler, Dimitris N. Metaxas
2003	—	`conf`	Using Multiple Cues for Hand Tracking and Model Refinement. CVPR (2) Shan Lu, Dimitris N. Metaxas, Dimitris Samaras, John Oliensis
2002	—	`conf`	A Hybrid Dynamical Systems Approach to Intelligent Low-Level Navigation. CA Eric Aaron, Harold C. Sun, Franjo Ivancic, Dimitris N. Metaxas
2002	J	`jnl`	Adjusting Shape Parameters Using Model-Based Optical Flow Residuals. IEEE Trans. Pattern Anal. Mach. Intell. Douglas DeCarlo, Dimitris N. Metaxas
2002	J	`jnl`	Algorithmic issues in modeling motion. ACM Comput. Surv. Pankaj K. Agarwal, Leonidas J. Guibas, Herbert Edelsbrunner, Jeff Erickson, Michael Isard, Sariel Har-Peled, John Hershberger, Christian S. Jensen, Lydia E. Kavraki, Patrice Koehl, Ming C. Lin, Dinesh Manocha, Dimitris N. Metaxas, Brian Mirtich, David M. Mount, S. Muthukrishnan, Dinesh K. Pai, Elisha Sacks, Jack Snoeyink, Subhash Suri, Ouri Wolfson
2002	—	`conf`	Automated Segmentation of the Left and Right Ventricles in 4D Cardiac SPAMM Images. MICCAI (1) Albert Montillo, Dimitris N. Metaxas, Leon Axel
2002	—	`conf`	Automatic boundary extraction of ultrasonic breast lesions. ISBI Anant Madabhushi, Dimitris N. Metaxas
2002	—	`conf`	Considering Hierarchical Hybrid Systems for Intelligent Animated Agents. WRAC Eric Aaron, Dimitris N. Metaxas
2002	J	`jnl`	Elastically Adaptive Deformable Models. IEEE Trans. Pattern Anal. Mach. Intell. Dimitris N. Metaxas, Ioannis A. Kakadiaris
2002	—	`conf`	From Visual Input to Modeling Humans. CA Dimitris N. Metaxas
2002	—	`conf`	Hybrid System Models of Navigation Strategies for Games and Animations. HSCC Eric Aaron, Franjo Ivancic, Dimitris N. Metaxas
2002	—	`conf`	In-vivo Strain and Stress Estimation of the Left Ventricle from MRI Images. MICCAI (1) Zhenhua Hu, Dimitris N. Metaxas, Leon Axel
2002	—	`conf`	Integration of Gibbs Prior Models and Deformable Models for 3D Medical Image Segmentation. ICPR (1) Ting Chen, Dimitris N. Metaxas
2002	—	`conf`	LV-RV Shape Modeling Based on a Blended Parameterized Model. MICCAI (1) Kyoungju Park, Dimitris N. Metaxas, Leon Axel
2002	J	`jnl`	Methods for modeling and predicting mechanical deformations of the breast under external perturbations. Medical Image Anal. Fred S. Azar, Dimitris N. Metaxas, Mitchell D. Schnall
2001	B	`conf`	A Framework for Reasoning about Animation Systems. IVA Eric Aaron, Dimitris N. Metaxas, Franjo Ivancic
2001	J	`jnl`	A Framework for Recognizing the Simultaneous Aspects of American Sign Language. Comput. Vis. Image Underst. Christian Vogler, Dimitris N. Metaxas
2001	—	`conf`	Affine Arithmetic Based Estimation of Cue Distributions in Deformable Model Tracking. CVPR (1) Siome Goldenstein, Christian Vogler, Dimitris N. Metaxas
2001	A*	`conf`	Automating gait generation. SIGGRAPH Harold C. Sun, Dimitris N. Metaxas
2001	—	`conf`	Collision resolutions in cloth simulation. CA Suejung B. Huh, Dimitris N. Metaxas, Norman I. Badler
2001	A	`conf`	Hybrid Segmentation of Anatomical Data. MICCAI Celina Imielinska, Dimitris N. Metaxas, Jayaram K. Udupa, Yinpeng Jin, Ting Chen
2001	—	`conf`	Improving the Scope of Deformable Model Shape and Motion Estimation. CVPR (1) Cristian Sminchisescu, Dimitris N. Metaxas, Sven J. Dickinson
2001	A	`conf`	Methods for Modeling and Predicting Mechanical Deformations of the Breast Under External Perturbations. MICCAI Fred S. Azar, Dimitris N. Metaxas, Mitchell D. Schnall
2001	—	`conf`	Pedestrians: creating agent behaviors through statistical analysis of observation data. CA Koji Ashida, Seung-Joo Lee, Jan M. Allbeck, Harold C. Sun, Norman I. Badler, Dimitris N. Metaxas
2001	A*	`conf`	Scalable Dynamical Systems for Multi-Agent Steering and Simulation. ICRA Siome Goldenstein, Menelaos I. Karavelas, Dimitris N. Metaxas, Leonidas J. Guibas, Ambarish Goswami
2001	J	`jnl`	Scalable nonlinear dynamical systems for agent steering and crowd simulation. Comput. Graph. Siome Goldenstein, Menelaos I. Karavelas, Dimitris N. Metaxas, Leonidas J. Guibas, Eric Aaron, Ambarish Goswami
2000	—	`conf`	A Framework for Motion Recognition with Applications to American Sign Language and Gait Recognition. Workshop on Human Motion Christian Vogler, Harold C. Sun, Dimitris N. Metaxas
2000	Misc	`conf`	Animation of Human Locomotion Using Sagittal Elevation Angles. PG Harold C. Sun, Dimitris N. Metaxas
2000	A*	`conf`	Dynamic Deformable Models for Enhanced Haptic Rendering in Virtual Environments. VR Rungun Ramanathan, Dimitris N. Metaxas
2000	A	`conf`	Image Segmentation Based on the Integration of Markov Random Fields and Deformable Models. MICCAI Ting Chen, Dimitris N. Metaxas
2000	C	`conf`	LaTex Human Motion Planning Based on Recursive Dynamics and Optimal Control Techniques. Computer Graphics International Gang Huang, Dimitris N. Metaxas, Janzen Lo
2000	J	`jnl`	Model-Based Estimation of 3D Human Motion. IEEE Trans. Pattern Anal. Mach. Intell. Ioannis A. Kakadiaris, Dimitris N. Metaxas
2000	J	`jnl`	Modeling water for computer animation. Commun. ACM Nick Foster, Dimitris N. Metaxas
2000	J	`jnl`	Optical Flow Constraints on Deformable Models with Applications to Face Tracking. Int. J. Comput. Vis. Douglas DeCarlo, Dimitris N. Metaxas
2000	J	`jnl`	Three-dimensional motion reconstruction and analysis of the right ventricle using tagged MRI. Medical Image Anal. Idith Haber, Dimitris N. Metaxas, Leon Axel
2000	J	`jnl`	Using tagged MRI to reconstruct a 3D heartbeat. Comput. Sci. Eng. Idith Haber, Dimitris N. Metaxas, Leon Axel
2000	A*	`conf`	Variable Albedo Surface Reconstruction from Stereo and Shape from Shading. CVPR Dimitris Samaras, Dimitris N. Metaxas, Pascal Fua, Yvan G. Leclerc
1999	J	`jnl`	Cascaded MRI-SPAMM for LV motion analysis during a whole cardiac cycle. Int. J. Medical Informatics Jinah Park, Dimitris N. Metaxas, Leon Axel, Qing Yuan, Aaron S. Blom
1999	A*	`conf`	Combining Information using Hard Constraints. CVPR Douglas DeCarlo, Dimitris N. Metaxas
1999	A*	`conf`	Coupled Lighting Direction and Shape Estimation from Single Images. ICCV Dimitris Samaras, Dimitris N. Metaxas
1999	A	`conf`	Deformable Models for Segmentation, 3D Shape and Motion Estimation and Recognition. BMVC Dimitris N. Metaxas
1999	J	`jnl`	Non-linear dynamical system approach to behavior modeling. Vis. Comput. Siome Goldenstein, Edward W. Large, Dimitris N. Metaxas
1999	A*	`conf`	Parallel Hidden Markov Models for American Sign Language Recognition. ICCV Christian Vogler, Dimitris N. Metaxas
1999	—	`conf`	Recursive Dynamics and Optimal Control Techniques for Human Motion Planning. CA Janzen Lo, Dimitris N. Metaxas
1999	—	`conf`	Toward Scalability in ASL Recognition: Breaking Down Signs into Phonemes. Gesture Workshop Christian Vogler, Dimitris N. Metaxas
1998	J	`jnl`	A three-dimensional virtual environment for modeling mechanical cardiopulmonary interactions. Medical Image Anal. Jonathan M. Kaye, Frank P. Primiano Jr., Dimitris N. Metaxas
1998	A*	`conf`	ASL Recognition Based on a Coupling Between HMMs and 3D Motion Analysis. ICCV Christian Vogler, Dimitris N. Metaxas
1998	A*	`conf`	An Anthropometric Face Model Using Variational Techniques. SIGGRAPH Douglas DeCarlo, Dimitris N. Metaxas, Matthew Stone
1998	—	`conf`	Complete Left Ventricular Wall Motion Estimation from Cascaded MRI-SPAMM Data. MedInfo Jinah Park, Dimitris N. Metaxas, Leon Axel
1998	—	`conf`	Coupled models for visualizing respiratory mechanics. SIGGRAPH Abstracts and Applications Jonathan M. Kaye, Dimitris N. Metaxas, Frank P. Primiano Jr.
1998	A*	`conf`	Deformable Model-Based Shape and Motion Analysis from Images using Motion Residual Error. ICCV Douglas DeCarlo, Dimitris N. Metaxas
1998	—	`conf`	Dynamic Autonomous Agents: Game Applications. CA Siome Goldenstein, Edward W. Large, Dimitris N. Metaxas
1998	A*	`conf`	Image Segmentation Based on the Integration of Pixel Affinity and Deformable Models. CVPR Timothy N. Jones, Dimitris N. Metaxas
1998	A*	`conf`	Incorporating Illumination Constraints in Deformable Models. CVPR Dimitris Samaras, Dimitris N. Metaxas
1998	A	`conf`	Motion Analysis of the Right Ventricle From MRI Images. MICCAI Edith Haber, Dimitris N. Metaxas, Leon Axel
1998	J	`jnl`	PLAYBOT A visually-guided robot for physically disabled children. Image Vis. Comput. John K. Tsotsos, Gilbert Verghese, Sven J. Dickinson, Michael R. M. Jenkin, Allan D. Jepson, Evangelos E. Milios, Fernando Nuflo, Suzanne Stevenson, Michael J. Black, Dimitris N. Metaxas
1998	A	`conf`	Patient-Specific Analysis of Left Ventricular Blood Flow. MICCAI Timothy N. Jones, Dimitris N. Metaxas
1998	J	`jnl`	Shape Evolution With Structural and Topological Changes Using Blending. IEEE Trans. Pattern Anal. Mach. Intell. Douglas DeCarlo, Dimitris N. Metaxas
1998	J	`jnl`	Three-Dimensional Human Body Model Acquisition from Multiple Views. Int. J. Comput. Vis. Ioannis A. Kakadiaris, Dimitris N. Metaxas
1998	—	`conf`	Vision-Based Animation of Digital Humans. CA Ioannis A. Kakadiaris, Dimitris N. Metaxas
1997	—	`conf`	A 3D virtual environment for modeling mechanical cardiopulmonary interactions. CVRMed Jonathan M. Kaye, Dimitris N. Metaxas, Frank P. Primiano Jr.
1997	—	`conf`	Automated 3D Segmentation Using Deformable Models and Fuzzy Affinity. IPMI Timothy N. Jones, Dimitris N. Metaxas
1997	C	`conf`	Controlling Fluid Animation. Computer Graphics International Nick Foster, Dimitris N. Metaxas
1997	J	`jnl`	Guest Editors' Introduction. Comput. Vis. Image Underst. Dimitris N. Metaxas, Demetri Terzopoulos
1997	J	`jnl`	Inferring 2D Object Structure from the Deformation of Apparent Contours. Comput. Vis. Image Underst. Ioannis A. Kakadiaris, Dimitris N. Metaxas, Ruzena Bajcsy
1997	A*	`conf`	Modeling the motion of a hot, turbulent gas. SIGGRAPH Nick Foster, Dimitris N. Metaxas
1997	J	`jnl`	Multi-Level Shape Representation Using Global Deformations and Locally Adaptive Finite Elements. Int. J. Comput. Vis. Dimitris N. Metaxas, Eunyoung Koh, Norman I. Badler
1997	—	`conf`	Passive 3D human motion capture. SIGGRAPH Visual Proceedings Ioannis A. Kakadiaris, Dimitris N. Metaxas
1997	—	`conf`	Segmentation using deformable models with affinity-based localization. CVRMed Timothy N. Jones, Dimitris N. Metaxas
1997	J	`jnl`	The Role of Model-Based Segmentation in the Recovery of Volumetric Parts From Range Data. IEEE Trans. Pattern Anal. Mach. Intell. Sven J. Dickinson, Dimitris N. Metaxas, Alex Pentland
1996	J	`jnl`	Analysis of left ventricular wall motion based on volumetric deformable models and MRI-SPAMM. Medical Image Anal. Jinah Park, Dimitris N. Metaxas, Leon Axel
1996	—	`conf`	Automated Hypothesis Formation of Molecular Structures and Interactions using Physics-based Modeling and Simulation. German Conference on Bioinformatics Jürgen Haas, Dimitris N. Metaxas
1996	J	`jnl`	Blended Deformable Models. IEEE Trans. Pattern Anal. Mach. Intell. Douglas DeCarlo, Dimitris N. Metaxas
1996	B	`conf`	Deformable Model-Based Face Shape and Motion Estimation. FG Douglas DeCarlo, Dimitris N. Metaxas
1996	J	`jnl`	Deformable models with parameter functions for cardiac motion analysis from tagged MRI data. IEEE Trans. Medical Imaging Jinah Park, Dimitris N. Metaxas, Alistair A. Young, Leon Axel
1996	—	`conf`	Elastically Adaptive Deformable Models. ECCV (2) Dimitris N. Metaxas, Ioannis A. Kakadiaris
1996	A*	`conf`	Model-based estimation of 3D human motion with occlusion based on active multi-viewpoint selection. CVPR Ioannis A. Kakadiaris, Dimitris N. Metaxas
1996	B	`conf`	Realistic Animation of Liquids. Graphics Interface Nick Foster, Dimitris N. Metaxas
1996	J	`jnl`	Realistic Animation of Liquids. CVGIP Graph. Model. Image Process. Nick Foster, Dimitris N. Metaxas
1996	A*	`conf`	The Integration of Optical Flow and Deformable Models with Applications to Human Face Shape and Motion Estimation. CVPR Douglas DeCarlo, Dimitris N. Metaxas
1996	—	`conf`	User-Controlled Physics-Based Animation for Articulated Figures. CA Evangelos Kokkevis, Dimitris N. Metaxas, Norman I. Badler
1995	A*	`conf`	3D Human Body Model Acquisition from Multiple Views. ICCV Ioannis A. Kakadiaris, Dimitris N. Metaxas
1995	A*	`conf`	Adaptive Shape Evolution Using Blending. ICCV Douglas DeCarlo, Dimitris N. Metaxas
1995	J	`jnl`	The Center for Human Modeling and Simulation. Presence Teleoperators Virtual Environ. Norman I. Badler, Dimitris N. Metaxas, Bonnie L. Webber, Mark Steedman
1995	A*	`conf`	Volumetric Deformable Models with Parameter Functions: A New Approach to the 3D Motion Analysis of the LV from MRI-SPAMM. ICCV Jinah Park, Dimitris N. Metaxas, Leon Axel
1994	A*	`conf`	A New Approach to Tracking 3D Objects in 2D Image Sequences AAAI Michael Chan, Dimitris N. Metaxas, Sven J. Dickinson
1994	—	`conf`	A Physics-Based Framework for Segmentation, Shape and Motion Estimation. Object Representation in Computer Vision Dimitris N. Metaxas
1994	A*	`conf`	Active part-decomposition, shape and motion estimation of articulated objects: a physics-based approach. CVPR Ioannis A. Kakadiaris, Dimitris N. Metaxas, Ruzena Bajcsy
1994	A*	`conf`	Blended deformable models. CVPR Douglas DeCarlo, Dimitris N. Metaxas
1994	A*	`conf`	Deformable models with parameter functions: application to heart-wall modeling. CVPR Jinah Park, Dimitris N. Metaxas, Alistair A. Young
1994	—	`conf`	Hierarchical Shape Representation Using Locally Adaptive Finite Elements. ECCV (1) Eunyoung Koh, Dimitris N. Metaxas, Norman I. Badler
1994	J	`jnl`	Integrating qualitative and quantitative shape recovery. Int. J. Comput. Vis. Sven J. Dickinson, Dimitris N. Metaxas
1994	B	`conf`	Model-based analysis of cardiac motion from tagged MRI data. CBMS Jinah Park, Dimitris N. Metaxas, Alistair A. Young, Leon Axel
1994	A*	`conf`	Object representation for object recognition. CVPR Jean Ponce, Ruzena Bajcsy, Dimitris N. Metaxas, Thomas O. Binford, David A. Forsyth, Martial Hebert, Katsushi Ikeuchi, Avinash C. Kak, Linda G. Shapiro, Stan Sclaroff, Alex Pentland, George C. Stockman
1994	—	`conf`	Physics-based object pose and shape estimation from multiple views. ICPR (1) Michael Chan, Dimitris N. Metaxas
1994	—	`conf`	Physics-based tracking of 3D objects in 2D image sequences. ICPR (1) Michael Chan, Dimitris N. Metaxas, Sven J. Dickinson
1993	A*	`conf`	Integration of quantitative and qualitative techniques for deformable model fitting from orthographic, perspective, and stereo projections. ICCV Dimitris N. Metaxas, Sven J. Dickinson
1993	J	`jnl`	Shape and Nonrigid Motion Estimation Through Physics-Based Synthesis. IEEE Trans. Pattern Anal. Mach. Intell. Dimitris N. Metaxas, Demetri Terzopoulos
1992	A*	`conf`	Dynamic deformation of solid primitives with constraints. SIGGRAPH Dimitris N. Metaxas, Demetri Terzopoulos
1992	J	`jnl`	Reconstruction of a color image from nonuniformly distributed sparse and noisy data. CVGIP Graph. Model. Image Process. Dimitris N. Metaxas, Evangelos E. Milios
1991	J	`jnl`	A frame-based model for large manufacturing databases. J. Intell. Manuf. Dimitris N. Metaxas, Timos K. Sellis
1991	A*	`conf`	Constrained deformable superquadrics and nonrigid motion tracking. CVPR Dimitris N. Metaxas, Demetri Terzopoulos
1991	J	`jnl`	Disk Allocation Methods Using Error Correcting Codes. IEEE Trans. Computers Christos Faloutsos, Dimitris N. Metaxas
1991	J	`jnl`	Dynamic 3D Models with Local and Global Deformations: Deformable Superquadrics. IEEE Trans. Pattern Anal. Mach. Intell. Demetri Terzopoulos, Dimitris N. Metaxas
1990	—	`conf`	Color Image Reconstruction from nonuniform Sparse samples using a thin plate Model. Eurographics Dimitris N. Metaxas, Evangelos E. Milios
1990	A*	`conf`	Dynamic 3D models with local and global deformations: deformable superquadrics. ICCV Demetri Terzopoulos, Dimitris N. Metaxas
1989	A*	`conf`	Declustering Using Error Correcting Codes. PODS Christos Faloutsos, Dimitris N. Metaxas