Dimitris Samaras

372 papers A* 61A 17B 11C 2Misc 3Journal 183Unranked 94

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Systematic Evaluation of Large Language Models for PTSD Severity Estimation: The Role of Contextual Knowledge and Modeling Strategies. CoRR Panagiotis Kaliosis, Adithya V. Ganesan, Oscar N. E. Kjell, Whitney Ringwald, Scott Feltman, Melissa A. Carr, Dimitris Samaras, Camilo Ruggero, Benjamin J. Luft, Roman Kotov, H. Andrew Schwartz
2026	J	`jnl`	AS-Bridge: A Bidirectional Generative Framework Bridging Next-Generation Astronomical Surveys. CoRR Dichang Zhang, Yixuan Shao, Simon Birrer, Dimitris Samaras
2026	J	`jnl`	Generating metamers of human scene understanding. CoRR Ritik Raina, Abe Leite, Alexandros Graikos, Seoyoung Ahn, Dimitris Samaras, Gregory J. Zelinsky
2026	J	`jnl`	GriDiT: Factorized Grid-Based Diffusion for Efficient Long Image Sequence Generation. Trans. Mach. Learn. Res. Snehal Singh Tomar, Alexandros Graikos, Arjun Krishna, Dimitris Samaras, Klaus Mueller
2026	J	`jnl`	LVLMs and Humans Ground Differently in Referential Communication. CoRR Peter Zeng, Weiling Li, Amie Paige, Zhengxiang Wang, Panagiotis Kaliosis, Dimitris Samaras, Gregory J. Zelinsky, Susan Brennan, Owen Rambow
2026	J	`jnl`	Label-Efficient Deep Color Deconvolution of Brightfield Multiplex IHC Images. IEEE Trans. Medical Imaging Shahira Abousamra, Danielle Fassler, Rajarsi Gupta, Tahsin Kurc, Luisa F. Escobar-Hoyos, Dimitris Samaras, Kenneth R. Shroyer, Joel H. Saltz, Chao Chen
2026	J	`jnl`	Measuring and predicting where and when pathologists focus their visual attention while grading whole slide images of cancer. Medical Image Anal. Souradeep Chakraborty, Ruoyu Xue, Rajarsi Gupta, Oksana Yaskiv, Constantin Friedman, Natallia Sheuka, Dana Perez, Paul Friedman, Won-Tak Choi, Waqas Mahmud, Beatrice Knudsen, Gregory J. Zelinsky, Joel H. Saltz, Dimitris Samaras
2026	J	`jnl`	MonoLoss: A Training Objective for Interpretable Monosemantic Representations. CoRR Ali Nasiri-Sarvi, Anh Tien Nguyen, Hassan Rivaz, Dimitris Samaras, Mahdi S. Hosseini
2026	J	`jnl`	PISCES: Annotation-free Text-to-Video Post-Training via Optimal Transport-Aligned Rewards. CoRR Minh-Quan Le, Gaurav Mittal, Cheng Zhao, David Gu, Dimitris Samaras, Mei Chen
2026	J	`jnl`	Poppy: Polarization-based Plug-and-Play Guidance for Enhancing Monocular Normal Estimation. CoRR Irene Kim, Sai Tanmay Reddy Chakkera, Alexandros Graikos, Dimitris Samaras, Akshat Dave
2026	J	`jnl`	Topo-R1: Detecting Topological Anomalies via Vision-Language Models. CoRR Meilong Xu, Qingqiao Hu, Xiaoling Hu, Shahira Abousamra, Xin Yu, Weimin Lyu, Kehan Qi, Dimitris Samaras, Chao Chen
2025	A*	`conf`	2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification. CVPR Jingwei Zhang, Anh Tien Nguyen, Xi Han, Vincent Quoc-Huy Trinh, Hong Qin, Dimitris Samaras, Mahdi S. Hosseini
2025	J	`jnl`	AV-Flow: Transforming Text to Audio-Visual Human-like Interactions. CoRR Aggelina Chatziagapi, Louis-Philippe Morency, Hongyu Gong, Michael Zollhöfer, Dimitris Samaras, Alexander Richard
2025	J	`jnl`	CDG-MAE: Learning Correspondences from Diffusion Generated Views. CoRR Varun Belagali, Pierre Marza, Srikar Yellapragada, Zilinghan Li, Tarak Nath Nandi, Ravi K. Madduri, Joel H. Saltz, Stergios Christodoulidis, Maria Vakalopoulou, Dimitris Samaras
2025	J	`jnl`	CORA: Consistency-Guided Semi-Supervised Framework for Reasoning Segmentation. CoRR Prantik Howlader, Hoang Nguyen-Canh, Srijan Das, Jingyi Xu, Hieu Le, Dimitris Samaras
2025	—	`conf`	Deep Learning-Based Rail Surface Condition Evaluation. ICCVW Shilin Hu, Ke Ma, Sagnik Das, Dichang Zhang, Dimitris Samaras
2025	—	`conf`	Direct and Explicit 3D Generation from a Single Image. 3DV Haoyu Wu, Meher Gitika Karumuri, Chuhang Zou, Seungbae Bang, Yuelong Li, Dimitris Samaras, Sunil Hadap
2025	J	`jnl`	Editorial: Introduction to the Special Section on Best of CVPR'2022. IEEE Trans. Pattern Anal. Mach. Intell. Kristin J. Dana, Gang Hua, Stefan Roth, Dimitris Samaras, Richa Singh
2025	A*	`conf`	Few-shot Personalized Scanpath Prediction. CVPR Ruoyu Xue, Jingyi Xu, Sounak Mondal, Hieu Le, Gregory J. Zelinsky, Minh Hoai, Dimitris Samaras
2025	J	`jnl`	Few-shot Personalized Scanpath Prediction. CoRR Ruoyu Xue, Jingyi Xu, Sounak Mondal, Hieu Le, Gregory J. Zelinsky, Minh Hoai, Dimitris Samaras
2025	J	`jnl`	GECKO: Gigapixel Vision-Concept Contrastive Pretraining in Histopathology. CoRR Saarthak Kapse, Pushpak Pati, Srikar Yellapragada, Srijan Das, Rajarsi R. Gupta, Joel H. Saltz, Dimitris Samaras, Prateek Prasanna
2025	J	`jnl`	GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations. CoRR Xi Han, Jingwei Zhang, Dimitris Samaras, Fei Hou, Hong Qin
2025	J	`jnl`	GriDiT: Factorized Grid-Based Diffusion for Efficient Long Image Sequence Generation. CoRR Snehal Singh Tomar, Alexandros Graikos, Arjun Krishna, Dimitris Samaras, Klaus Mueller
2025	A*	`conf`	Hummingbird: High Fidelity Image Generation via Multimodal Context Alignment. ICLR Minh-Quan Le, Gaurav Mittal, Tianjian Meng, A S. M. Iftekhar, Vishwas Suryanarayanan, Barun Patra, Dimitris Samaras, Mei Chen
2025	J	`jnl`	Hummingbird: High Fidelity Image Generation via Multimodal Context Alignment. CoRR Minh-Quan Le, Gaurav Mittal, Tianjian Meng, A S. M. Iftekhar, Vishwas Suryanarayanan, Barun Patra, Dimitris Samaras, Mei Chen
2025	J	`jnl`	Improving Contrastive Learning for Referring Expression Counting. CoRR Kostas Triaridis, Panagiotis Kaliosis, E-Ro Nguyen, Jingyi Xu, Hieu Le, Dimitris Samaras
2025	J	`jnl`	LBMamba: Locally Bi-directional Mamba. CoRR Jingwei Zhang, Xi Han, Hong Qin, Mahdi S. Hosseini, Dimitris Samaras
2025	J	`jnl`	LBMamba: Locally Bi-directional Mamba. Trans. Mach. Learn. Res. Jingwei Zhang, Xi Han, Hong Qin, Mahdi S. Hosseini, Dimitris Samaras
2025	J	`jnl`	Learning Human-Aware Robot Policies for Adaptive Assistance. IEEE Robotics Autom. Lett. Jason Qin, Shikun Ban, Wentao Zhu, Yizhou Wang, Dimitris Samaras
2025	A	`conf`	Learning to Count from Pseudo-Labeled Segmentation. WACV Jingyi Xu, Hieu Le, Dimitris Samaras
2025	Misc	`conf`	Leveraging Registers in Vision Transformers for Robust Adaptation. ICASSP Srikar Yellapragada, Kowshik Thopalli, Vivek Sivaraman Narayanaswamy, Wesam A. Sakla, Yang Liu, Yamen Mubarka, Dimitris Samaras, Jayaraman J. Thiagarajan
2025	J	`jnl`	Leveraging Registers in Vision Transformers for Robust Adaptation. CoRR Srikar Yellapragada, Kowshik Thopalli, Vivek Sivaraman Narayanaswamy, Wesam A. Sakla, Yang Liu, Yamen Mubarka, Dimitris Samaras, Jayaraman J. Thiagarajan
2025	J	`jnl`	Low-Rank Head Avatar Personalization with Registers. CoRR Sai Tanmay Reddy Chakkera, Aggelina Chatziagapi, Md. Moniruzzaman, Chen-Ping Yu, Yi-Hsuan Tsai, Dimitris Samaras
2025	J	`jnl`	Mitigating Diffusion Model Hallucinations with Dynamic Guidance. CoRR Kostas Triaridis, Alexandros Graikos, Aggelina Chatziagapi, Grigorios G. Chrysos, Dimitris Samaras
2025	J	`jnl`	Multi-view Gaze Target Estimation. CoRR Qiaomu Miao, Vivek Raju Golani, Jingyi Xu, Progga Paromita Dutta, Minh Hoai, Dimitris Samaras
2025	J	`jnl`	One Attention, One Scale: Phase-Aligned Rotary Positional Embeddings for Mixed-Resolution Diffusion Transformer. CoRR Haoyu Wu, Jingyi Xu, Qiaomu Miao, Dimitris Samaras, Hieu Le
2025	—	`conf`	PathSegDiff: Pathology Segmentation Using Diffusion Model Representations. DGM4MICCAI@MICCAI Sachin Kumar Danisetty, Alexandros Graikos, Srikar Yellapragada, Dimitris Samaras
2025	J	`jnl`	PathSegDiff: Pathology Segmentation using Diffusion model representations. CoRR Sachin Kumar Danisetty, Alexandros Graikos, Srikar Yellapragada, Dimitris Samaras
2025	—	`conf`	Pathology Image Compression with Pre-trained Autoencoders. MICCAI (2) Srikar Yellapragada, Alexandros Graikos, Kostas Triaridis, Zilinghan Li, Tarak Nath Nandi, Ravi K. Madduri, Prateek Prasanna, Joel H. Saltz, Dimitris Samaras
2025	J	`jnl`	Pathology Image Compression with Pre-trained Autoencoders. CoRR Srikar Yellapragada, Alexandros Graikos, Kostas Triaridis, Zilinghan Li, Tarak Nath Nandi, Ravi K. Madduri, Prateek Prasanna, Joel H. Saltz, Dimitris Samaras
2025	J	`jnl`	Personalized Image Descriptions from Attention Sequences. CoRR Ruoyu Xue, Hieu Le, Jingyi Xu, Sounak Mondal, Abe Leite, Gregory J. Zelinsky, Minh Hoai, Dimitris Samaras
2025	J	`jnl`	Physics-Grounded Attached Shadow Detection Using Approximate 3D Geometry and Light Direction. CoRR Shilin Hu, Jingyi Xu, Sagnik Das, Dimitris Samaras, Hieu Le
2025	J	`jnl`	Physics-Grounded Shadow Generation from Monocular 3D Geometry Priors and Approximate Light Direction. CoRR Shilin Hu, Jingyi Xu, Akshat Dave, Dimitris Samaras, Hieu Le
2025	J	`jnl`	PixCell: A generative foundation model for digital histopathology images. CoRR Srikar Yellapragada, Alexandros Graikos, Zilinghan Li, Kostas Triaridis, Varun Belagali, Saarthak Kapse, Tarak Nath Nandi, Ravi K. Madduri, Prateek Prasanna, Tahsin M. Kurç, Rajarsi R. Gupta, Joel H. Saltz, Dimitris Samaras
2025	—	`conf`	Rig3DGS: Creating Controllable Portraits From Casual Monocular Videos. 3DV Alfredo Rivero, Shahrukh Athar, Zhixin Shu, Dimitris Samaras
2025	A	`conf`	Shadow Removal Refinement via Material-Consistent Shadow Edges. WACV Shilin Hu, Hieu Le, Shahrukh Athar, Sagnik Das, Dimitris Samaras
2025	J	`jnl`	TICON: A Slide-Level Tile Contextualizer for Histopathology Representation Learning. CoRR Varun Belagali, Saarthak Kapse, Pierre Marza, Srijan Das, Zilinghan Li, Sofiène Boutaj, Pushpak Pati, Srikar Yellapragada, Tarak Nath Nandi, Ravi K. Madduri, Joel H. Saltz, Prateek Prasanna, Stergios Christodoulidis, Maria Vakalopoulou, Dimitris Samaras
2025	J	`jnl`	Talking Head Generation via AU-Guided Landmark Prediction. CoRR Shao-Yu Chang, Jingyi Xu, Hieu Le, Dimitris Samaras
2025	A*	`conf`	TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model. CVPR Meilong Xu, Saumya Gupta, Xiaoling Hu, Chen Li, Shahira Abousamra, Dimitris Samaras, Prateek Prasanna, Chao Chen
2025	A*	`conf`	TopoDiffusionNet: A Topology-aware Diffusion Model. ICLR Saumya Gupta, Dimitris Samaras, Chao Chen
2025	J	`jnl`	What about gravity in video generation? Post-Training Newton's Laws with Verifiable Rewards. CoRR Minh-Quan Le, Yuanzhi Zhu, Vicky Kalogeiton, Dimitris Samaras
2025	A*	`conf`	ZoomLDM: Latent Diffusion Model for Multi-scale Image Generation. CVPR Srikar Yellapragada, Alexandros Graikos, Kostas Triaridis, Prateek Prasanna, Rajarsi Gupta, Joel H. Saltz, Dimitris Samaras
2025	—	`conf`	mli-NeRF: Multi-Light Intrinsic-Aware Neural Radiance Fields. 3DV Yixiong Yang, Shilin Hu, Haoyu Wu, Ramon Baldrich, Dimitris Samaras, María Vanrell
2024	J	`jnl`	2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification. CoRR Jingwei Zhang, Anh Tien Nguyen, Xi Han, Vincent Quoc-Huy Trinh, Hong Qin, Dimitris Samaras, Mahdi S. Hosseini
2024	—	`conf`	Assessing Sample Quality via the Latent Space of Generative Models. ECCV (59) Jingyi Xu, Hieu Le, Dimitris Samaras
2024	J	`jnl`	Assessing Sample Quality via the Latent Space of Generative Models. CoRR Jingyi Xu, Hieu Le, Dimitris Samaras
2024	J	`jnl`	Attention De-sparsification Matters: Inducing diversity in digital pathology representation learning. Medical Image Anal. Saarthak Kapse, Srijan Das, Jingwei Zhang, Rajarsi R. Gupta, Joel H. Saltz, Dimitris Samaras, Prateek Prasanna
2024	J	`jnl`	Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label Classifier. CoRR Prantik Howlader, Srijan Das, Hieu Le, Dimitris Samaras
2024	—	`conf`	Beyond Pixels: Semi-supervised Semantic Segmentation with a Multi-scale Patch-Based Multi-label Classifier. ECCV (75) Prantik Howlader, Srijan Das, Hieu Le, Dimitris Samaras
2024	—	`conf`	Controllable Dynamic Appearance for Neural 3D Portraits. 3DV Shahrukh Athar, Zhixin Shu, Zexiang Xu, Fujun Luan, Sai Bi, Kalyan Sunkavalli, Dimitris Samaras
2024	—	`conf`	Decoding the Visual Attention of Pathologists to Reveal Their Level of Expertise. MICCAI (3) Souradeep Chakraborty, Rajarsi Gupta, Oksana Yaskiv, Constantin Friedman, Natallia Sheuka, Dana Perez, Paul Friedman, Gregory J. Zelinsky, Joel H. Saltz, Dimitris Samaras
2024	J	`jnl`	Decoding the visual attention of pathologists to reveal their level of expertise. CoRR Souradeep Chakraborty, Dana Perez, Paul Friedman, Natallia Sheuka, Constantin Friedman, Oksana Yaskiv, Rajarsi Gupta, Gregory J. Zelinsky, Joel H. Saltz, Dimitris Samaras
2024	J	`jnl`	Diffusion-Refined VQA Annotations for Semi-Supervised Gaze Following. CoRR Qiaomu Miao, Alexandros Graikos, Jingwei Zhang, Sounak Mondal, Minh Hoai, Dimitris Samaras
2024	—	`conf`	Diffusion-Refined VQA Annotations for Semi-supervised Gaze Following. ECCV (39) Qiaomu Miao, Alexandros Graikos, Jingwei Zhang, Sounak Mondal, Minh Hoai, Dimitris Samaras
2024	J	`jnl`	Direct and Explicit 3D Generation from a Single Image. CoRR Haoyu Wu, Meher Gitika Karumuri, Chuhang Zou, Seungbae Bang, Yuelong Li, Dimitris Samaras, Sunil Hadap
2024	J	`jnl`	Fast constrained sampling in pre-trained diffusion models. CoRR Alexandros Graikos, Nebojsa Jojic, Dimitris Samaras
2024	J	`jnl`	Gen-SIS: Generative Self-augmentation Improves Self-supervised Learning. CoRR Varun Belagali, Srikar Yellapragada, Alexandros Graikos, Saarthak Kapse, Zilinghan Li, Tarak Nath Nandi, Ravi K. Madduri, Prateek Prasanna, Joel H. Saltz, Dimitris Samaras
2024	J	`jnl`	Importance-based Token Merging for Diffusion Models. CoRR Haoyu Wu, Jingyi Xu, Hieu Le, Dimitris Samaras
2024	J	`jnl`	Instance-Aware Generalized Referring Expression Segmentation. CoRR E-Ro Nguyen, Hieu Le, Dimitris Samaras, Michael S. Ryoo
2024	A	`conf`	JEAN: Joint Expression and Audio-guided NeRF-based Talking Face Generation. BMVC Sai Tanmay Reddy Chakkera, Aggelina Chatziagapi, Dimitris Samaras
2024	J	`jnl`	JEAN: Joint Expression and Audio-guided NeRF-based Talking Face Generation. CoRR Sai Tanmay Reddy Chakkera, Aggelina Chatziagapi, Dimitris Samaras
2024	A*	`conf`	Learned Representation-Guided Diffusion Models for Large-Image Generation. CVPR Alexandros Graikos, Srikar Yellapragada, Minh-Quan Le, Saarthak Kapse, Prateek Prasanna, Joel H. Saltz, Dimitris Samaras
2024	J	`jnl`	Learning Frame-Wise Emotion Intensity for Audio-Driven Talking-Head Generation. CoRR Jingyi Xu, Hieu Le, Zhixin Shu, Yang Wang, Yi-Hsuan Tsai, Dimitris Samaras
2024	J	`jnl`	Learning Human-Aware Robot Policies for Adaptive Assistance. CoRR Jason Qin, Shikun Ban, Wentao Zhu, Yizhou Wang, Dimitris Samaras
2024	J	`jnl`	Learning Relighting and Intrinsic Decomposition in Neural Radiance Fields. CoRR Yixiong Yang, Shilin Hu, Haoyu Wu, Ramon Baldrich, Dimitris Samaras, María Vanrell
2024	—	`conf`	Look Hear: Gaze Prediction for Speech-Directed Human Attention. ECCV (42) Sounak Mondal, Seoyoung Ahn, Zhibo Yang, Niranjan Balasubramanian, Dimitris Samaras, Gregory J. Zelinsky, Minh Hoai
2024	J	`jnl`	Look Hear: Gaze Prediction for Speech-directed Human Attention. CoRR Sounak Mondal, Seoyoung Ahn, Zhibo Yang, Niranjan Balasubramanian, Dimitris Samaras, Gregory J. Zelinsky, Minh Hoai
2024	J	`jnl`	MI-NeRF: Learning a Single Face NeRF from Multiple Identities. CoRR Aggelina Chatziagapi, Grigorios G. Chrysos, Dimitris Samaras
2024	—	`conf`	MI-NeRF: Learning a Single NeRF for Multiple Identities. ECCV Workshops (12) Aggelina Chatziagapi, Grigorios G. Chrysos, Dimitris Samaras
2024	—	`conf`	MIGS: Multi-Identity Gaussian Splatting via Tensor Decomposition. ECCV (24) Aggelina Chatziagapi, Grigorios G. Chrysos, Dimitris Samaras
2024	J	`jnl`	MIGS: Multi-Identity Gaussian Splatting via Tensor Decomposition. CoRR Aggelina Chatziagapi, Grigorios G. Chrysos, Dimitris Samaras
2024	J	`jnl`	MLI-NeRF: Multi-Light Intrinsic-Aware Neural Radiance Fields. CoRR Yixiong Yang, Shilin Hu, Haoyu Wu, Ramon Baldrich, Dimitris Samaras, María Vanrell
2024	J	`jnl`	MORCIC: Model Order Reduction Techniques for Electromagnetic Models of Integrated Circuits. CoRR Dimitrios Garyfallou, Athanasios Stefanou, Christos Giamouzis, Moschos Antoniadis, Georgios Chararas, Konstantinos Chatzis, Dimitris Samaras, Rafaela Themeli, Anastasios Michailidis, Vasiliki Gogolou, Nikos Zachos, Nestor E. Evmorfopoulos, Thomas Noulis, Vasilis F. Pavlidis, Alkiviadis Hatzopoulos, Elpida Chatzineofytou, Yiannis Moisiadis
2024	A	`conf`	PathLDM: Text conditioned Latent Diffusion Model for Histopathology. WACV Srikar Yellapragada, Alexandros Graikos, Prateek Prasanna, Tahsin M. Kurç, Joel H. Saltz, Dimitris Samaras
2024	J	`jnl`	Predicting Visual Attention in Graphic Design Documents. CoRR Souradeep Chakraborty, Zijun Wei, Conor Kelton, Seoyoung Ahn, Aruna Balasubramanian, Gregory J. Zelinsky, Dimitris Samaras
2024	J	`jnl`	Rig3DGS: Creating Controllable Portraits from Casual Monocular Videos. CoRR Alfredo Rivero, Shahrukh Athar, Zhixin Shu, Dimitris Samaras
2024	A*	`conf`	SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology. CVPR Saarthak Kapse, Pushpak Pati, Srijan Das, Jingwei Zhang, Chao Chen, Maria Vakalopoulou, Joel H. Saltz, Dimitris Samaras, Rajarsi R. Gupta, Prateek Prasanna
2024	—	`conf`	Self-supervised Co-salient Object Detection via Feature Correspondences at Multiple Scales. ECCV (9) Souradeep Chakraborty, Dimitris Samaras
2024	J	`jnl`	Self-supervised co-salient object detection via feature correspondence at multiple scales. CoRR Souradeep Chakraborty, Dimitris Samaras
2024	J	`jnl`	Shadow Removal Refinement via Material-Consistent Shadow Edges. CoRR Shilin Hu, Hieu Le, Shahrukh Athar, Sagnik Das, Dimitris Samaras
2024	—	`conf`	TalkinNeRF: Animatable Neural Fields for Full-Body Talking Humans. ECCV Workshops (15) Aggelina Chatziagapi, Bindita Chaudhuri, Amit Kumar, Rakesh Ranjan, Dimitris Samaras, Nikolaos Sarafianos
2024	J	`jnl`	TalkinNeRF: Animatable Neural Fields for Full-Body Talking Humans. CoRR Aggelina Chatziagapi, Bindita Chaudhuri, Amit Kumar, Rakesh Ranjan, Dimitris Samaras, Nikolaos Sarafianos
2024	J	`jnl`	TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model. CoRR Meilong Xu, Saumya Gupta, Xiaoling Hu, Chen Li, Shahira Abousamra, Dimitris Samaras, Prateek Prasanna, Chao Chen
2024	J	`jnl`	TopoDiffusionNet: A Topology-aware Diffusion Model. CoRR Saumya Gupta, Dimitris Samaras, Chao Chen
2024	—	`conf`	Uncertainty Estimation for Tumor Prediction with Unlabeled Data. CVPR Workshops Juyoung Yun, Shahira Abousamra, Chen Li, Rajarsi Gupta, Tahsin M. Kurç, Dimitris Samaras, Alison L. Van Dyke, Joel H. Saltz, Chao Chen
2024	A*	`conf`	Unifying Top-Down and Bottom-Up Scanpath Prediction Using Transformers. CVPR Zhibo Yang, Sounak Mondal, Seoyoung Ahn, Ruoyu Xue, Gregory J. Zelinsky, Minh Hoai, Dimitris Samaras
2024	A	`conf`	Unsupervised and semi-supervised co-salient object detection via segmentation frequency statistics. WACV Souradeep Chakraborty, Shujon Naha, Muhammet Bastan, Amit Kumar K. C, Dimitris Samaras
2024	J	`jnl`	Weighting Pseudo-Labels via High-Activation Feature Index Similarity and Object Detection for Semi-Supervised Segmentation. CoRR Prantik Howlader, Hieu Le, Dimitris Samaras
2024	—	`conf`	Weighting Pseudo-labels via High-Activation Feature Index Similarity and Object Detection for Semi-supervised Segmentation. ECCV (75) Prantik Howlader, Hieu Le, Dimitris Samaras
2024	J	`jnl`	ZoomLDM: Latent Diffusion Model for multi-scale image generation. CoRR Srikar Yellapragada, Alexandros Graikos, Kostas Triaridis, Prateek Prasanna, Rajarsi R. Gupta, Joel H. Saltz, Dimitris Samaras
2024	—	`conf`	∞-Brush: Controllable Large Image Synthesis with Diffusion Models in Infinite Dimensions. ECCV (32) Minh-Quan Le, Alexandros Graikos, Srikar Yellapragada, Rajarsi Gupta, Joel H. Saltz, Dimitris Samaras
2024	J	`jnl`	∞-Brush: Controllable Large Image Synthesis with Diffusion Models in Infinite Dimensions. CoRR Minh-Quan Le, Alexandros Graikos, Srikar Yellapragada, Rajarsi Gupta, Joel H. Saltz, Dimitris Samaras
2023	A*	`conf`	AVFace: Towards Detailed Audio-Visual 4D Face Reconstruction. CVPR Aggelina Chatziagapi, Dimitris Samaras
2023	J	`jnl`	AVFace: Towards Detailed Audio-Visual 4D Face Reconstruction. CoRR Aggelina Chatziagapi, Dimitris Samaras
2023	J	`jnl`	Attention De-sparsification Matters: Inducing Diversity in Digital Pathology Representation Learning. CoRR Saarthak Kapse, Srijan Das, Jingwei Zhang, Rajarsi R. Gupta, Joel H. Saltz, Dimitris Samaras, Prateek Prasanna
2023	J	`jnl`	ChiMera: Learning with noisy labels by contrasting mixed-up augmentations. CoRR Zixuan Liu, Xin Zhang, Junjun He, Dan Fu, Dimitris Samaras, Robby Tan, Xiao Wang, Sheng Wang
2023	J	`jnl`	Computational Pathology: A Survey Review and The Way Forward. CoRR Mahdi S. Hosseini, Babak Ehteshami Bejnordi, Vincent Quoc-Huy Trinh, Danial Hasan, Xingwen Li, Taehyo Kim, Haochen Zhang, Theodore Wu, Kajanan Chinniah, Sina Maghsoudlou, Ryan Zhang, Stephen Yang, Jiadai Zhu, Lyndon Chan, Samir Khaki, Andrei Buin, Fatemeh Chaji, Ala Salehi, Alejandra Zambrano Luna, Bich Ngoc Nguyen, Dimitris Samaras, Konstantinos N. Plataniotis
2023	A	`conf`	Conditional Generation from Pre-Trained Diffusion Models using Denoiser Representations. BMVC Alexandros Graikos, Srikar Yellapragada, Dimitris Samaras
2023	J	`jnl`	Conditional Generation from Unconditional Diffusion Models using Denoiser Representations. CoRR Alexandros Graikos, Srikar Yellapragada, Dimitris Samaras
2023	J	`jnl`	Controllable Dynamic Appearance for Neural 3D Portraits. CoRR Shahrukh Athar, Zhixin Shu, Zexiang Xu, Fujun Luan, Sai Bi, Kalyan Sunkavalli, Dimitris Samaras
2023	B	`conf`	FLAME-in-NeRF: Neural control of Radiance Fields for Free View Face Animation. FG Shahrukh Athar, Zhixin Shu, Dimitris Samaras
2023	—	`conf`	Few Shot Hematopoietic Cell Classification. MIDL Vu Nguyen, Prantik Howlader, Le Hou, Dimitris Samaras, Rajarsi R. Gupta, Joel H. Saltz
2023	A*	`conf`	Gazeformer: Scalable, Effective and Fast Prediction of Goal-Directed Human Attention. CVPR Sounak Mondal, Zhibo Yang, Seoyoung Ahn, Dimitris Samaras, Gregory J. Zelinsky, Minh Hoai
2023	J	`jnl`	Gazeformer: Scalable, Effective and Fast Prediction of Goal-Directed Human Attention. CoRR Sounak Mondal, Zhibo Yang, Seoyoung Ahn, Dimitris Samaras, Gregory J. Zelinsky, Minh Hoai
2023	A*	`conf`	Generating Features with Increased Crop-Related Diversity for Few-Shot Object Detection. CVPR Jingyi Xu, Hieu Le, Dimitris Samaras
2023	J	`jnl`	Generating Features with Increased Crop-related Diversity for Few-Shot Object Detection. CoRR Jingyi Xu, Hieu Le, Dimitris Samaras
2023	—	`conf`	HaloAE: A Local Transformer Auto-Encoder for Anomaly Detection and Localization Based on HaloNet. VISIGRAPP (5: VISAPP) Emilie Mathian, Huidong Liu, Lynnette Fernandez-Cuesta, Dimitris Samaras, Matthieu Foll, Liming Chen
2023	J	`jnl`	Learned representation-guided diffusion models for large-image generation. CoRR Alexandros Graikos, Srikar Yellapragada, Minh-Quan Le, Saarthak Kapse, Prateek Prasanna, Joel H. Saltz, Dimitris Samaras
2023	A*	`conf`	Learning Probabilistic Topological Representations Using Discrete Morse Theory. ICLR Xiaoling Hu, Dimitris Samaras, Chao Chen
2023	J	`jnl`	Learning from Pseudo-labeled Segmentation for Multi-Class Object Counting. CoRR Jingyi Xu, Hieu Le, Dimitris Samaras
2023	B	`conf`	LipNeRF: What is the right feature space to lip-sync a NeRF? FG Aggelina Chatziagapi, Shahrukh Athar, Abhinav Jain, Rohith MV, Vimal Bhat, Dimitris Samaras
2023	A	`conf`	Patch-level Gaze Distribution Prediction for Gaze Following. WACV Qiaomu Miao, Minh Hoai, Dimitris Samaras
2023	J	`jnl`	PathLDM: Text conditioned Latent Diffusion Model for Histopathology. CoRR Srikar Yellapragada, Alexandros Graikos, Prateek Prasanna, Tahsin M. Kurç, Joel H. Saltz, Dimitris Samaras
2023	—	`conf`	Precise Location Matching Improves Dense Contrastive Learning in Digital Pathology. IPMI Jingwei Zhang, Saarthak Kapse, Ke Ma, Prateek Prasanna, Maria Vakalopoulou, Joel H. Saltz, Dimitris Samaras
2023	J	`jnl`	Predicting Human Attention using Computational Attention. CoRR Zhibo Yang, Sounak Mondal, Seoyoung Ahn, Gregory J. Zelinsky, Minh Hoai, Dimitris Samaras
2023	J	`jnl`	Predicting Visual Attention in Graphic Design Documents. IEEE Trans. Multim. Souradeep Chakraborty, Zijun Wei, Conor Kelton, Seoyoung Ahn, Aruna Balasubramanian, Gregory J. Zelinsky, Dimitris Samaras
2023	J	`jnl`	Prompt-MIL: Boosting Multi-Instance Learning Schemes via Task-specific Prompt Tuning. CoRR Jingwei Zhang, Saarthak Kapse, Ke Ma, Prateek Prasanna, Joel H. Saltz, Maria Vakalopoulou, Dimitris Samaras
2023	—	`conf`	Prompt-MIL: Boosting Multi-instance Learning Schemes via Task-Specific Prompt Tuning. MICCAI (8) Jingwei Zhang, Saarthak Kapse, Ke Ma, Prateek Prasanna, Joel H. Saltz, Maria Vakalopoulou, Dimitris Samaras
2023	A*	`conf`	S-VolSDF: Sparse Multi-View Stereo Regularization of Neural Implicit Surfaces. ICCV Haoyu Wu, Alexandros Graikos, Dimitris Samaras
2023	J	`jnl`	S-VolSDF: Sparse Multi-View Stereo Regularization of Neural Implicit Surfaces. CoRR Haoyu Wu, Alexandros Graikos, Dimitris Samaras
2023	—	`conf`	SAM-Path: A Segment Anything Model for Semantic Segmentation in Digital Pathology. ISIC/Care-AI/MedAGI/DeCaF@MICCAI Jingwei Zhang, Ke Ma, Saarthak Kapse, Joel H. Saltz, Maria Vakalopoulou, Prateek Prasanna, Dimitris Samaras
2023	J	`jnl`	SAM-Path: A Segment Anything Model for Semantic Segmentation in Digital Pathology. CoRR Jingwei Zhang, Ke Ma, Saarthak Kapse, Joel H. Saltz, Maria Vakalopoulou, Prateek Prasanna, Dimitris Samaras
2023	J	`jnl`	SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology. CoRR Saarthak Kapse, Pushpak Pati, Srijan Das, Jingwei Zhang, Chao Chen, Maria Vakalopoulou, Joel H. Saltz, Dimitris Samaras, Rajarsi R. Gupta, Prateek Prasanna
2023	—	`conf`	Self Pre-Training with Masked Autoencoders for Medical Image Classification and Segmentation. ISBI Lei Zhou, Huidong Liu, Joseph Bae, Junjun He, Dimitris Samaras, Prateek Prasanna
2023	—	`conf`	Token Sparsification for Faster Medical Image Segmentation. IPMI Lei Zhou, Huidong Liu, Joseph Bae, Junjun He, Dimitris Samaras, Prateek Prasanna
2023	J	`jnl`	Token Sparsification for Faster Medical Image Segmentation. CoRR Lei Zhou, Huidong Liu, Joseph Bae, Junjun He, Dimitris Samaras, Prateek Prasanna
2023	A*	`conf`	Topology-Guided Multi-Class Cell Context Generation for Digital Pathology. CVPR Shahira Abousamra, Rajarsi Gupta, Tahsin M. Kurç, Dimitris Samaras, Joel H. Saltz, Chao Chen
2023	J	`jnl`	Topology-Guided Multi-Class Cell Context Generation for Digital Pathology. CoRR Shahira Abousamra, Rajarsi Gupta, Tahsin M. Kurç, Dimitris Samaras, Joel H. Saltz, Chao Chen
2023	—	`conf`	Unsupervised Stain Decomposition via Inversion Regulation for Multiplex Immunohistochemistry Images. MIDL Shahira Abousamra, Danielle Fassler, Jiachen Yao, Rajarsi R. Gupta, Tahsin M. Kurç, Luisa F. Escobar-Hoyos, Dimitris Samaras, Kenneth Shroyer, Joel H. Saltz, Chao Chen
2023	J	`jnl`	Unsupervised and semi-supervised co-salient object detection via segmentation frequency statistics. CoRR Souradeep Chakraborty, Shujon Naha, Muhammet Bastan, Amit Kumar K. C, Dimitris Samaras
2023	J	`jnl`	Zero-Shot Object Counting with Language-Vision Models. CoRR Jingyi Xu, Hieu Le, Dimitris Samaras
2023	A*	`conf`	Zero-Shot Object Counting. CVPR Jingyi Xu, Hieu Le, Vu Nguyen, Viresh Ranjan, Dimitris Samaras
2023	J	`jnl`	Zero-shot Object Counting. CoRR Jingyi Xu, Hieu Le, Vu Nguyen, Viresh Ranjan, Dimitris Samaras
2022	J	`jnl`	A Novel Framework for Characterization of Tumor-Immune Spatial Relationships in Tumor Microenvironment. CoRR Mahmudul Hasan, Jakub R. Kaczmarzyk, David Paredes, Lyanne Oblein, Jaymie Oentoro, Shahira Abousamra, Michael Horowitz, Dimitris Samaras, Chao Chen, Tahsin M. Kurç, Kenneth R. Shroyer, Joel H. Saltz
2022	J	`jnl`	Artificial intelligence in drug discovery: applications and techniques. Briefings Bioinform. Jianyuan Deng, Zhibo Yang, Iwao Ojima, Dimitris Samaras, Fusheng Wang
2022	—	`conf`	Characterizing Target-absent Human Attention. CVPR Workshops Yupei Chen, Zhibo Yang, Souradeep Chakraborty, Sounak Mondal, Seoyoung Ahn, Dimitris Samaras, Minh Hoai, Gregory J. Zelinsky
2022	A*	`conf`	Diffusion Models as Plug-and-Play Priors. NeurIPS Alexandros Graikos, Nikolay Malkin, Nebojsa Jojic, Dimitris Samaras
2022	J	`jnl`	Diffusion models as plug-and-play priors. CoRR Alexandros Graikos, Nikolay Malkin, Nebojsa Jojic, Dimitris Samaras
2022	—	`conf`	Gigapixel Whole-Slide Images Classification Using Locally Supervised Learning. MICCAI (2) Jingwei Zhang, Xin Zhang, Ke Ma, Rajarsi Gupta, Joel H. Saltz, Maria Vakalopoulou, Dimitris Samaras
2022	J	`jnl`	Gigapixel Whole-Slide Images Classification using Locally Supervised Learning. CoRR Jingwei Zhang, Xin Zhang, Ke Ma, Rajarsi Gupta, Joel H. Saltz, Maria Vakalopoulou, Dimitris Samaras
2022	J	`jnl`	HaloAE: An HaloNet based Local Transformer Auto-Encoder for Anomaly Detection and Localization. CoRR Emilie Mathian, Huidong Liu, Lynnette Fernandez-Cuesta, Dimitris Samaras, Matthieu Foll, Liming Chen
2022	A	`conf`	Hierarchical Proxy-based Loss for Deep Metric Learning. WACV Zhibo Yang, Muhammet Bastan, Xinliang Zhu, Douglas Gray, Dimitris Samaras
2022	—	`conf`	Learning From Documents in the Wild to Improve Document Unwarping. SIGGRAPH (Conference Paper Track) Ke Ma, Sagnik Das, Zhixin Shu, Dimitris Samaras
2022	J	`jnl`	Learning Probabilistic Structural Representation for Biomedical Image Segmentation. CoRR Xiaoling Hu, Dimitris Samaras, Chao Chen
2022	—	`conf`	Learning an Isometric Surface Parameterization for Texture Unwrapping. ECCV (37) Sagnik Das, Ke Ma, Zhixin Shu, Dimitris Samaras
2022	J	`jnl`	Local Learning on Transformers via Feature Reconstruction. CoRR Priyank Pathak, Jingwei Zhang, Dimitris Samaras
2022	J	`jnl`	Lung Swapping Autoencoder: Learning a Disentangled Structure-texture Representation of Chest Radiographs. CoRR Lei Zhou, Joseph Bae, Huidong Liu, Gagandeep Singh, Jeremy Green, Amit Gupta, Dimitris Samaras, Prateek Prasanna
2022	J	`jnl`	Patch-level Gaze Distribution Prediction for Gaze Following. CoRR Qiaomu Miao, Minh Hoai, Dimitris Samaras
2022	J	`jnl`	Physics-Based Shadow Image Decomposition for Shadow Removal. IEEE Trans. Pattern Anal. Mach. Intell. Hieu Le, Dimitris Samaras
2022	J	`jnl`	Precise Location Matching Improves Dense Contrastive Learning in Digital Pathology. CoRR Jingwei Zhang, Saarthak Kapse, Ke Ma, Prateek Prasanna, Maria Vakalopoulou, Joel H. Saltz, Dimitris Samaras
2022	—	`conf`	Predicting the Visual Attention of Pathologists Evaluating Whole Slide Images of Cancer. MOVI@MICCAI Souradeep Chakraborty, Rajarsi Gupta, Ke Ma, Darshana Govind, Pinaki Sarder, Won-Tak Choi, Waqas Mahmud, Eric Yee, Felicia Allard, Beatrice Knudsen, Gregory J. Zelinsky, Joel H. Saltz, Dimitris Samaras
2022	J	`jnl`	Self Pre-training with Masked Autoencoders for Medical Image Analysis. CoRR Lei Zhou, Huidong Liu, Joseph Bae, Junjun He, Dimitris Samaras, Prateek Prasanna
2022	Misc	`conf`	Swift: Adaptive Video Streaming with Layered Neural Codecs. NSDI Mallesham Dasari, Kumara Kahatapitiya, Samir R. Das, Aruna Balasubramanian, Dimitris Samaras
2022	J	`jnl`	Taking a Respite from Representation Learning for Molecular Property Prediction. CoRR Jianyuan Deng, Zhibo Yang, Hehe Wang, Iwao Ojima, Dimitris Samaras, Fusheng Wang
2022	—	`conf`	Target-Absent Human Attention. ECCV (4) Zhibo Yang, Sounak Mondal, Seoyoung Ahn, Gregory J. Zelinsky, Minh Hoai, Dimitris Samaras
2022	J	`jnl`	Target-absent Human Attention. CoRR Zhibo Yang, Sounak Mondal, Seoyoung Ahn, Gregory J. Zelinsky, Minh Hoai, Dimitris Samaras
2022	—	`conf`	Visual Attention Analysis Of Pathologists Examining Whole Slide Images Of Prostate Cancer. ISBI Souradeep Chakraborty, Ke Ma, Rajarsi Gupta, Beatrice Knudsen, Gregory J. Zelinsky, Joel H. Saltz, Dimitris Samaras
2022	J	`jnl`	Visual attention analysis of pathologists examining whole slide images of Prostate cancer. CoRR Souradeep Chakraborty, Ke Ma, Rajarsi Gupta, Beatrice Knudsen, Gregory J. Zelinsky, Joel H. Saltz, Dimitris Samaras
2021	—	`conf`	A Joint Spatial and Magnification Based Attention Framework for Large Scale Histopathology Classification. CVPR Workshops Jingwei Zhang, Ke Ma, John S. Van Arnam, Rajarsi Gupta, Joel H. Saltz, Maria Vakalopoulou, Dimitris Samaras
2021	J	`jnl`	Artificial Intelligence in Drug Discovery: Applications and Techniques. CoRR Jianyuan Deng, Zhibo Yang, Dimitris Samaras, Fusheng Wang
2021	—	`conf`	Attention Based CNN-LSTM Network for Pulmonary Embolism Prediction on Chest Computed Tomography Pulmonary Angiograms. MICCAI (7) Sudhir Suman, Gagandeep Singh, Nicole Sakla, Rishabh Gattu, Jeremy Green, Tej Phatak, Dimitris Samaras, Prateek Prasanna
2021	J	`jnl`	Attention based CNN-LSTM Network for Pulmonary Embolism Prediction on Chest Computed Tomography Pulmonary Angiograms. CoRR Sudhir Suman, Gagandeep Singh, Nicole Sakla, Rishabh Gattu, Jeremy Green, Tej Phatak, Dimitris Samaras, Prateek Prasanna
2021	—	`conf`	Chest Radiograph Disentanglement for COVID-19 Outcome Prediction. MICCAI (7) Lei Zhou, Joseph Bae, Huidong Liu, Gagandeep Singh, Jeremy Green, Dimitris Samaras, Prateek Prasanna
2021	J	`jnl`	CoDiM: Learning with Noisy Labels via Contrastive Semi-Supervised Learning. CoRR Xin Zhang, Zixuan Liu, Kaiwen Xiao, Tian Shen, Junzhou Huang, Wei Yang, Dimitris Samaras, Xiao Han
2021	A*	`conf`	End-to-end Piece-wise Unwarping of Document Images. ICCV Sagnik Das, Kunwar Yashraj Singh, Jon Wu, Erhan Bas, Vijay Mahadevan, Rahul Bhotika, Dimitris Samaras
2021	J	`jnl`	FLAME-in-NeRF : Neural control of Radiance Fields for Free View Face Animation. CoRR Shahrukh Athar, Zhixin Shu, Dimitris Samaras
2021	J	`jnl`	Hierarchical Proxy-based Loss for Deep Metric Learning. CoRR Zhibo Yang, Muhammet Bastan, Xinliang Zhu, Douglas Gray, Dimitris Samaras
2021	J	`jnl`	Large Scale Shadow Annotation and Detection Using Lazy Annotation and Stacked CNNs. IEEE Trans. Pattern Anal. Mach. Intell. Le Hou, Tomás F. Yago Vicente, Minh Hoai, Dimitris Samaras
2021	A*	`conf`	Localization in the Crowd with Topological Constraints. AAAI Shahira Abousamra, Minh Hoai, Dimitris Samaras, Chao Chen
2021	A*	`conf`	Modeling Deep Learning Based Privacy Attacks on Physical Mail. AAAI Bingyao Huang, Ruyi Lian, Dimitris Samaras, Haibin Ling
2021	J	`jnl`	Mosaic: Advancing User Quality of Experience in 360-Degree Video Streaming With Machine Learning. IEEE Trans. Netw. Serv. Manag. Sohee Kim Park, Arani Bhattacharya, Zhibo Yang, Samir R. Das, Dimitris Samaras
2021	A*	`conf`	Multi-Class Cell Detection Using Spatial Context Representation. ICCV Shahira Abousamra, David Belinsky, John S. Van Arnam, Felicia Allard, Eric Yee, Rajarsi Gupta, Tahsin M. Kurç, Dimitris Samaras, Joel H. Saltz, Chao Chen
2021	J	`jnl`	Multi-Class Cell Detection Using Spatial Context Representation. CoRR Shahira Abousamra, David Belinsky, John S. Van Arnam, Felicia Allard, Eric Yee, Rajarsi Gupta, Tahsin M. Kurç, Dimitris Samaras, Joel H. Saltz, Chao Chen
2021	—	`conf`	Radiologically Defined Tumor-habitat Adjacency as a Prognostic Biomarker in Glioblastoma. EMBC Xuan Xu, Dimitris Samaras, Prateek Prasanna
2021	—	`conf`	SIDER: Single-Image Neural Optimization for Facial Geometric Detail Recovery. 3DV Aggelina Chatziagapi, Shahrukh Athar, Francesc Moreno-Noguer, Dimitris Samaras
2021	J	`jnl`	SIDER: Single-Image Neural Optimization for Facial Geometric Detail Recovery. CoRR Aggelina Chatziagapi, Shahrukh Athar, Francesc Moreno-Noguer, Dimitris Samaras
2021	J	`jnl`	Sequence-to-Segments Networks for Detecting Segments in Videos. IEEE Trans. Pattern Anal. Mach. Intell. Zijun Wei, Boyu Wang, Minh Hoai, Jianming Zhang, Xiaohui Shen, Zhe Lin, Radomír Mech, Dimitris Samaras
2021	J	`jnl`	Temporal Feature Warping for Video Shadow Detection. CoRR Shilin Hu, Hieu Le, Dimitris Samaras
2021	A*	`conf`	Topology-Aware Segmentation Using Discrete Morse Theory. ICLR Xiaoling Hu, Yusu Wang, Fuxin Li, Dimitris Samaras, Chao Chen
2021	J	`jnl`	Topology-Aware Segmentation Using Discrete Morse Theory. CoRR Xiaoling Hu, Yusu Wang, Fuxin Li, Dimitris Samaras, Chao Chen
2021	A*	`conf`	Variational Feature Disentangling for Fine-Grained Few-Shot Classification. ICCV Jingyi Xu, Hieu Le, Mingzhen Huang, Shahrukh Athar, Dimitris Samaras
2020	J	`jnl`	A Study of Human Gaze Behavior During Visual Crowd Counting. CoRR Raji Annadi, Yupei Chen, Viresh Ranjan, Dimitris Samaras, Gregory J. Zelinsky, Minh Hoai
2020	—	`conf`	Automated Assessment of the Curliness of Collagen Fiber in Breast Cancer. ECCV Workshops (1) David Paredes, Prateek Prasanna, Christina Preece, Rajarsi Gupta, Farzad Fereidouni, Dimitris Samaras, Tahsin M. Kurç, Richard M. Levenson, Patricia Thompson-Carino, Joel H. Saltz, Chao Chen
2020	J	`jnl`	Dataset of Segmented Nuclei in Hematoxylin and Eosin Stained Histopathology Images of 10 Cancer Types. CoRR Le Hou, Rajarsi Gupta, John S. Van Arnam, Yuwei Zhang, Kaustubh Sivalenka, Dimitris Samaras, Tahsin M. Kurç, Joel H. Saltz
2020	A*	`conf`	Distribution Matching for Crowd Counting. NeurIPS Boyu Wang, Huidong Liu, Dimitris Samaras, Minh Hoai Nguyen
2020	J	`jnl`	Distribution Matching for Crowd Counting. CoRR Boyu Wang, Huidong Liu, Dimitris Samaras, Minh Hoai
2020	J	`jnl`	FaceDet3D: Facial Expressions with 3D Geometric Detail Prediction. CoRR Shahrukh Athar, Albert Pumarola, Francesc Moreno-Noguer, Dimitris Samaras
2020	—	`conf`	From Shadow Segmentation to Shadow Removal. ECCV (11) Hieu Le, Dimitris Samaras
2020	J	`jnl`	From Shadow Segmentation to Shadow Removal. CoRR Hieu Le, Dimitris Samaras
2020	A	`conf`	Intrinsic Decomposition of Document Images In-the-Wild. BMVC Sagnik Das, Hassan A. Sial, Ke Ma, Ramón Baldrich, María Vanrell, Dimitris Samaras
2020	J	`jnl`	Intrinsic Decomposition of Document Images In-the-Wild. CoRR Sagnik Das, Hassan Ahmed Sial, Ke Ma, Ramon Baldrich, María Vanrell, Dimitris Samaras
2020	J	`jnl`	Learning Clusterable Visual Features for Zero-Shot Recognition. CoRR Jingyi Xu, Zhixin Shu, Dimitris Samaras
2020	B	`conf`	Learning Monocular Face Reconstruction using Multi-View Supervision. FG Zhixin Shu, Duygu Ceylan, Kalyan Sunkavalli, Eli Shechtman, Sunil Hadap, Dimitris Samaras
2020	A*	`conf`	Learning Visual Emotion Representations From Web Data. CVPR Zijun Wei, Jianming Zhang, Zhe Lin, Joon-Young Lee, Niranjan Balasubramanian, Minh Hoai, Dimitris Samaras
2020	—	`conf`	Light Direction and Color Estimation from Single Image with Deep Regression. LIM Hassan A. Sial, Ramon Baldrich, María Vanrell, Dimitris Samaras
2020	J	`jnl`	Light Direction and Color Estimation from Single Image with Deep Regression. CoRR Hassan A. Sial, Ramon Baldrich, María Vanrell, Dimitris Samaras
2020	J	`jnl`	Localization in the Crowd with Topological Constraints. CoRR Shahira Abousamra, Minh Hoai, Dimitris Samaras, Chao Chen
2020	J	`jnl`	Modeling Deep Learning Based Privacy Attacks on Physical Mail. CoRR Bingyao Huang, Ruyi Lian, Dimitris Samaras, Haibin Ling
2020	B	`conf`	Nonverbal Behavioral Patterns Predict Social Rejection Elicited Aggression. FG Megan Quarmley, Zhibo Yang, Shahrukh Athar, Gregory J. Zelinsky, Dimitris Samaras, Johanna M. Jarcho
2020	J	`jnl`	Physics-based Shadow Image Decomposition for Shadow Removal. CoRR Hieu Le, Dimitris Samaras
2020	A*	`conf`	Predicting Goal-Directed Human Attention Using Inverse Reinforcement Learning. CVPR Zhibo Yang, Lihan Huang, Yupei Chen, Zijun Wei, Seoyoung Ahn, Gregory J. Zelinsky, Dimitris Samaras, Minh Hoai
2020	J	`jnl`	Predicting Goal-directed Attention Control Using Inverse-Reinforcement Learning. CoRR Gregory J. Zelinsky, Yupei Chen, Seoyoung Ahn, Hossein Adeli, Zhibo Yang, Lihan Huang, Dimitris Samaras, Minh Hoai
2020	J	`jnl`	Predicting Goal-directed Human Attention Using Inverse Reinforcement Learning. CoRR Zhibo Yang, Lihan Huang, Yupei Chen, Zijun Wei, Seoyoung Ahn, Gregory J. Zelinsky, Dimitris Samaras, Minh Hoai
2020	B	`conf`	Self-supervised Deformation Modeling for Facial Expression Editing. FG Shahrukh Athar, Zhixin Shu, Dimitris Samaras
2020	—	`conf`	TopoGAN: A Topology-Aware Generative Adversarial Network. ECCV (3) Fan Wang, Huidong Liu, Dimitris Samaras, Chao Chen
2020	J	`jnl`	Towards Better Opioid Antagonists Using Deep Reinforcement Learning. CoRR Jianyuan Deng, Zhibo Yang, Yao Li, Dimitris Samaras, Fusheng Wang
2020	J	`jnl`	Variational Transfer Learning for Fine-grained Few-shot Visual Recognition. CoRR Jingyi Xu, Mingzhen Huang, Shahrukh Athar, Dimitris Samaras
2020	—	`conf`	Weakly-Supervised Deep Stain Decomposition for Multiplex IHC Images. ISBI Shahira Abousamra, Danielle Fassler, Le Hou, Yuwei Zhang, Rajarsi Gupta, Tahsin M. Kurç, Luisa F. Escobar-Hoyos, Dimitris Samaras, Beatrice Knudson, Kenneth Shroyer, Joel H. Saltz, Chao Chen
2019	B	`conf`	Advancing User Quality of Experience in 360-degree Video Streaming. Networking Sohee Kim Park, Arani Bhattacharya, Zhibo Yang, Mallesham Dasari, Samir R. Das, Dimitris Samaras
2019	J	`jnl`	An Adversarial Neuro-Tensorial Approach for Learning Disentangled Representations. Int. J. Comput. Vis. Mengjiao Wang, Zhixin Shu, Shiyang Cheng, Yannis Panagakis, Dimitris Samaras, Stefanos Zafeiriou
2019	—	`conf`	Benchmarking Gaze Prediction for Categorical Visual Search. CVPR Workshops Gregory J. Zelinsky, Zhibo Yang, Lihan Huang, Yupei Chen, Seoyoung Ahn, Zijun Wei, Hossein Adeli, Dimitris Samaras, Minh Hoai
2019	A*	`conf`	DewarpNet: Single-Image Document Unwarping With Stacked 3D and 2D Regression Networks. ICCV Sagnik Das, Ke Ma, Zhixin Shu, Dimitris Samaras, Roy Shilkrot
2019	—	`conf`	Exascale Deep Learning to Accelerate Cancer Research. IEEE BigData Robert M. Patton, Shahira Abousamra, Dimitris Samaras, Joel H. Saltz, J. Travis Johnston, Steven R. Young, Catherine D. Schuman, Thomas E. Potok, Derek C. Rose, Seung-Hwan Lim, Junghoon Chae, Le Hou
2019	J	`jnl`	Exascale Deep Learning to Accelerate Cancer Research. CoRR Robert M. Patton, J. Travis Johnston, Steven R. Young, Catherine D. Schuman, Thomas E. Potok, Derek C. Rose, Seung-Hwan Lim, Junghoon Chae, Le Hou, Shahira Abousamra, Dimitris Samaras, Joel H. Saltz
2019	—	`conf`	From Whole Slide Tissues to Knowledge: Mapping Sub-cellular Morphology of Cancer. BrainLes@MICCAI (2) Tahsin M. Kurç, Ashish Sharma, Rajarsi Gupta, Le Hou, Han Le, Shahira Abousamra, Erich Bremer, Ryan Birmingham, Tammy DiPrima, Nan Li, Feiqiao Wang, Joseph Balsamo, Whitney Bremer, Dimitris Samaras, Joel H. Saltz
2019	J	`jnl`	Label Super Resolution with Inter-Instance Loss. CoRR Maozheng Zhao, Le Hou, Han Le, Dimitris Samaras, Nebojsa Jojic, Danielle Fassler, Tahsin M. Kurç, Rajarsi R. Gupta, Kolya Malkin, Shahira Abousamra, Kenneth Shroyer, Joel H. Saltz
2019	—	`conf`	Label super-resolution networks. ICLR (Poster) Kolya Malkin, Caleb Robinson, Le Hou, Rachel Soobitsky, Jacob Czawlytko, Dimitris Samaras, Joel H. Saltz, Lucas Joppa, Nebojsa Jojic
2019	J	`jnl`	Learning from Thresholds: Fully Automated Classification of Tumor Infiltrating Lymphocytes for Multiple Cancer Types. CoRR Shahira Abousamra, Le Hou, Rajarsi R. Gupta, Chao Chen, Dimitris Samaras, Tahsin M. Kurç, Rebecca Batiste, Tianhao Zhao, Kenneth Shroyer, Joel H. Saltz
2019	—	`conf`	Lifting AutoEncoders: Unsupervised Learning of a Fully-Disentangled 3D Morphable Model Using Deep Non-Rigid Structure From Motion. ICCV Workshops Mihir Sahasrabudhe, Zhixin Shu, Edward Bartrum, Riza Alp Güler, Dimitris Samaras, Iasonas Kokkinos
2019	J	`jnl`	Lifting AutoEncoders: Unsupervised Learning of a Fully-Disentangled 3D Morphable Model using Deep Non-Rigid Structure from Motion. CoRR Mihir Sahasrabudhe, Zhixin Shu, Edward Bartrum, Riza Alp Güler, Dimitris Samaras, Iasonas Kokkinos
2019	—	`conf`	Pancreatic Cancer Detection in Whole Slide Images Using Noisy Label Annotations. MICCAI (1) Han Le, Dimitris Samaras, Tahsin M. Kurç, Rajarsi Gupta, Kenneth Shroyer, Joel H. Saltz
2019	B	`conf`	Reading detection in real-time. ETRA Conor Kelton, Zijun Wei, Seoyoung Ahn, Aruna Balasubramanian, Samir R. Das, Dimitris Samaras, Gregory J. Zelinsky
2019	A*	`conf`	Robust Histopathology Image Analysis: To Label or to Synthesize? CVPR Le Hou, Ayush Agarwal, Dimitris Samaras, Tahsin M. Kurç, Rajarsi R. Gupta, Joel H. Saltz
2019	J	`jnl`	Self-supervised Deformation Modeling for Facial Expression Editing. CoRR Shahrukh Athar, Zhixin Shu, Dimitris Samaras
2019	A*	`conf`	Shadow Removal via Shadow Image Decomposition. ICCV Hieu Le, Dimitris Samaras
2019	J	`jnl`	Shadow Removal via Shadow Image Decomposition. CoRR Hieu Le, Dimitris Samaras
2019	A*	`conf`	SmartEye: Assisting Instant Photo Taking via Integrating User Preference with Deep View Proposal Network. CHI Shuai Ma, Zijun Wei, Feng Tian, Xiangmin Fan, Jianming Zhang, Xiaohui Shen, Zhe Lin, Jin Huang, Radomír Mech, Dimitris Samaras, Hongan Wang
2019	J	`jnl`	Sparse autoencoder for unsupervised nucleus detection and representation in histopathology images. Pattern Recognit. Le Hou, Vu Nguyen, Ariel B. Kanevsky, Dimitris Samaras, Tahsin M. Kurç, Tianhao Zhao, Rajarsi R. Gupta, Yi Gao, Wenjin Chen, David J. Foran, Joel H. Saltz
2019	A*	`conf`	Topology-Preserving Deep Image Segmentation. NeurIPS Xiaoling Hu, Fuxin Li, Dimitris Samaras, Chao Chen
2019	J	`jnl`	Topology-Preserving Deep Image Segmentation. CoRR Xiaoling Hu, Fuxin Li, Dimitris Samaras, Chao Chen
2019	J	`jnl`	Utilizing Automated Breast Cancer Detection to Identify Spatial Distributions of Tumor Infiltrating Lymphocytes in Invasive Breast Cancer. CoRR Han Le, Rajarsi R. Gupta, Le Hou, Shahira Abousamra, Danielle Fassler, Tahsin M. Kurç, Dimitris Samaras, Rebecca Batiste, Tianhao Zhao, Alison L. Van Dyke, Ashish Sharma, Erich Bremer, Jonas S. Almeida, Joel H. Saltz
2019	A*	`conf`	Wasserstein GAN With Quadratic Transport Cost. ICCV Huidong Liu, Xianfeng Gu, Dimitris Samaras
2019	—	`conf`	Weakly Labeling the Antarctic: The Penguin Colony Case. CVPR Workshops Hieu Le, Bento Collares Gonçalves, Dimitris Samaras, Heather J. Lynch
2019	J	`jnl`	Weakly Labeling the Antarctic: The Penguin Colony Case. CoRR Hieu Le, Bento Collares Gonçalves, Dimitris Samaras, Heather J. Lynch
2018	A*	`conf`	A Two-Step Computation of the Exact GAN Wasserstein Distance. ICML Huidong Liu, Xianfeng Gu, Dimitris Samaras
2018	—	`conf`	A+D Net: Training a Shadow Detector with Adversarial Shadow Attenuation. ECCV (2) Hieu Le, Tomas F. Yago Vicente, Vu Nguyen, Minh Hoai, Dimitris Samaras
2018	—	`conf`	Deforming Autoencoders: Unsupervised Disentangling of Shape and Appearance. ECCV (10) Zhixin Shu, Mihir Sahasrabudhe, Riza Alp Güler, Dimitris Samaras, Nikos Paragios, Iasonas Kokkinos
2018	J	`jnl`	Deforming Autoencoders: Unsupervised Disentangling of Shape and Appearance. CoRR Zhixin Shu, Mihir Sahasrabudhe, Riza Alp Güler, Dimitris Samaras, Nikos Paragios, Iasonas Kokkinos
2018	A*	`conf`	DocUNet: Document Image Unwarping via a Stacked U-Net. CVPR Ke Ma, Zhixin Shu, Xue Bai, Jue Wang, Dimitris Samaras
2018	A*	`conf`	Good View Hunting: Learning Photo Composition From Dense View Pairs. CVPR Zijun Wei, Jianming Zhang, Xiaohui Shen, Zhe Lin, Radomír Mech, Minh Hoai, Dimitris Samaras
2018	J	`jnl`	Latent Space Optimal Transport for Generative Models. CoRR Huidong Liu, Yang Guo, Na Lei, Zhixin Shu, Shing-Tung Yau, Dimitris Samaras, Xianfeng Gu
2018	J	`jnl`	Leave-One-Out Kernel Optimization for Shadow Detection and Removal. IEEE Trans. Pattern Anal. Mach. Intell. Tomas F. Yago Vicente, Minh Hoai, Dimitris Samaras
2018	J	`jnl`	Portrait Lighting Transfer Using a Mass Transport Approach. ACM Trans. Graph. Zhixin Shu, Sunil Hadap, Eli Shechtman, Kalyan Sunkavalli, Sylvain Paris, Dimitris Samaras
2018	A*	`conf`	Sequence-to-Segment Networks for Segment Detection. NeurIPS Zijun Wei, Boyu Wang, Minh Hoai Nguyen, Jianming Zhang, Zhe Lin, Xiaohui Shen, Radomír Mech, Dimitris Samaras
2017	J	`jnl`	A+D-Net: Shadow Detection with Adversarial Shadow Attenuation. CoRR Hieu Le, Tomas F. Yago Vicente, Vu Nguyen, Minh Hoai, Dimitris Samaras
2017	J	`jnl`	An Adversarial Neuro-Tensorial Approach For Learning Disentangled Representations. CoRR Mengjiao Wang, Zhixin Shu, Yannis Panagakis, Dimitris Samaras, Stefanos Zafeiriou
2017	A	`conf`	Center-Focusing Multi-task CNN with Injected Features for Classification of Glioma Nuclear Images. WACV Veda Murthy, Le Hou, Dimitris Samaras, Tahsin M. Kurç, Joel H. Saltz
2017	—	`conf`	Co-localization with Category-Consistent Features and Geodesic Distance Propagation. ICCV Workshops Hieu Le, Chen-Ping Yu, Gregory J. Zelinsky, Dimitris Samaras
2017	A	`conf`	ConvNets with Smooth Adaptive Activation Functions for Regression. AISTATS Le Hou, Dimitris Samaras, Tahsin M. Kurç, Yi Gao, Joel H. Saltz
2017	J	`jnl`	Deriving reproducible biomarkers from multi-site resting-state data: An Autism-based example. NeuroImage Alexandre Abraham, Michael P. Milham, Adriana Di Martino, R. Cameron Craddock, Dimitris Samaras, Bertrand Thirion, Gaël Varoquaux
2017	J	`jnl`	EyeOpener: Editing Eyes in the Wild. ACM Trans. Graph. Zhixin Shu, Eli Shechtman, Dimitris Samaras, Sunil Hadap
2017	J	`jnl`	Geodesic Distance Histogram Feature for Video Segmentation. CoRR Hieu Le, Vu Nguyen, Chen-Ping Yu, Dimitris Samaras
2017	J	`jnl`	Improving Heterogeneous Face Recognition with Conditional Adversarial Networks. CoRR Wuming Zhang, Zhixin Shu, Dimitris Samaras, Liming Chen
2017	A	`conf`	Large-scale Continual Road Inspection: Visual Infrastructure Assessment in the Wild. BMVC Ke Ma, Minh Hoai, Dimitris Samaras
2017	A*	`conf`	Neural Face Editing with Intrinsic Image Disentangling. CVPR Zhixin Shu, Ersin Yumer, Sunil Hadap, Kalyan Sunkavalli, Eli Shechtman, Dimitris Samaras
2017	J	`jnl`	Neural Face Editing with Intrinsic Image Disentangling. CoRR Zhixin Shu, Ersin Yumer, Sunil Hadap, Kalyan Sunkavalli, Eli Shechtman, Dimitris Samaras
2017	J	`jnl`	Portrait lighting transfer using a mass transport approach. ACM Trans. Graph. Zhixin Shu, Sunil Hadap, Eli Shechtman, Kalyan Sunkavalli, Sylvain Paris, Dimitris Samaras
2017	A*	`conf`	Shadow Detection with Conditional Generative Adversarial Networks. ICCV Vu Nguyen, Tomas F. Yago Vicente, Maozheng Zhao, Minh Hoai, Dimitris Samaras
2017	J	`jnl`	Sparse Autoencoder for Unsupervised Nucleus Detection and Representation in Histopathology Images. CoRR Le Hou, Vu Nguyen, Dimitris Samaras, Tahsin M. Kurç, Yi Gao, Tianhao Zhao, Joel H. Saltz
2017	J	`jnl`	Unsupervised Histopathology Image Synthesis. CoRR Le Hou, Ayush Agarwal, Dimitris Samaras, Tahsin M. Kurç, Rajarsi R. Gupta, Joel H. Saltz
2016	J	`jnl`	Center-Focusing Multi-task CNN with Injected Features for Classification of Glioma Nuclear Images. CoRR Veda Murthy, Le Hou, Dimitris Samaras, Tahsin M. Kurç, Joel H. Saltz
2016	J	`jnl`	Co-localization with Category-Consistent CNN Features and Geodesic Distance Co-Propagation. CoRR Hieu Le, Chen-Ping Yu, Gregory J. Zelinsky, Dimitris Samaras
2016	A	`conf`	Design and evaluation of a foveated video streaming service for commodity client devices. MMSys Jihoon Ryoo, Kiwon Yun, Dimitris Samaras, Samir R. Das, Gregory J. Zelinsky
2016	—	`conf`	Geodesic Distance Histogram Feature for Video Segmentation. ACCV (1) Hieu Le, Vu Nguyen, Chen-Ping Yu, Dimitris Samaras
2016	J	`jnl`	Higher-Order Graph Principles towards Non-Rigid Surface Registration. IEEE Trans. Pattern Anal. Mach. Intell. Yun Zeng, Chaohui Wang, Xianfeng Gu, Dimitris Samaras, Nikos Paragios
2016	—	`conf`	Large-Scale Training of Shadow Detectors with Noisily-Annotated Shadow Examples. ECCV (6) Tomás F. Yago Vicente, Le Hou, Chen-Ping Yu, Minh Hoai, Dimitris Samaras
2016	—	`conf`	Learned Region Sparsity and Diversity Also Predicts Visual Attention. NIPS Zijun Wei, Hossein Adeli, Minh Hoai, Gregory J. Zelinsky, Dimitris Samaras
2016	J	`jnl`	Neural Networks with Smooth Adaptive Activation Functions for Regression. CoRR Le Hou, Dimitris Samaras, Tahsin M. Kurç, Yi Gao, Joel H. Saltz
2016	A*	`conf`	Noisy Label Recovery for Shadow Detection in Unfamiliar Domains. CVPR Tomas F. Yago Vicente, Minh Hoai, Dimitris Samaras
2016	A*	`conf`	Patch-Based Convolutional Neural Network for Whole Slide Tissue Image Classification. CVPR Le Hou, Dimitris Samaras, Tahsin M. Kurç, Yi Gao, James E. Davis, Joel H. Saltz
2016	J	`jnl`	Squared Earth Mover's Distance-based Loss for Training Deep Neural Networks. CoRR Le Hou, Chen-Ping Yu, Dimitris Samaras
2016	A	`conf`	Texture classification for rail surface condition evaluation. WACV Ke Ma, Tomas F. Yago Vicente, Dimitris Samaras, Michael Petrucci, Daniel L. Magnus
2015	—	`conf`	Action classification in still images using human eye movements. CVPR Workshops Gary Ge, Kiwon Yun, Dimitris Samaras, Gregory J. Zelinsky
2015	J	`jnl`	Efficient Multiple Instance Convolutional Neural Networks for Gigapixel Resolution Image Classification. CoRR Le Hou, Dimitris Samaras, Tahsin M. Kurç, Yi Gao, James E. Davis, Joel H. Saltz
2015	A*	`conf`	Efficient Video Segmentation Using Parametric Graph Partitioning. ICCV Chen-Ping Yu, Hieu Le, Gregory J. Zelinsky, Dimitris Samaras
2015	A*	`conf`	Leave-One-Out Kernel Optimization for Shadow Detection. ICCV Tomas F. Yago Vicente, Minh Hoai, Dimitris Samaras
2015	—	`conf`	Practical chirocentric 3DUI platform for immersive environments. 3DUI Charilaos Papadopoulos, H. Choi, J. Sinha, Kiwon Yun, Arie E. Kaufman, Dimitris Samaras, Bireswar Laha
2015	J	`jnl`	Predictive sparse modeling of fMRI data for improved classification, regression, and visualization using the k-support norm. Comput. Medical Imaging Graph. Eugene Belilovsky, Katerina Gkirtzou, Michail Misyrlis, Anna B. Konova, Jean Honorio, Nelly Alia-Klein, Rita Z. Goldstein, Dimitris Samaras, Matthew B. Blaschko
2015	—	`conf`	Recognizing cultural events in images: A study of image categorization models. CVPR Workshops Heeyoung Kwon, Kiwon Yun, Minh Hoai, Dimitris Samaras
2014	B	`conf`	3D assisted face recognition via progressive pose estimation. ICIP Wuming Zhang, Di Huang, Dimitris Samaras, Jean-Marie Morvan, Yunhong Wang, Liming Chen
2014	—	`conf`	Action Detection with Improved Dense Trajectories and Sliding Window. ECCV Workshops (1) Zhixin Shu, Kiwon Yun, Dimitris Samaras
2014	J	`jnl`	Analysis and Control of Facial Expressions using Decomposable nonlinear Generative Models. Int. J. Pattern Recognit. Artif. Intell. Chan-Su Lee, Dimitris Samaras
2014	J	`jnl`	Region segmentation for sparse decompositions: better brain parcellations from rest fMRI. CoRR Alexandre Abraham, Elvis Dohmatob, Bertrand Thirion, Dimitris Samaras, Gaël Varoquaux
2014	—	`conf`	Single Image Shadow Removal via Neighbor-Based Region Relighting. ECCV Workshops (3) Tomás F. Yago Vicente, Dimitris Samaras
2014	A*	`conf`	The Photometry of Intrinsic Images. CVPR Marc Serra, Olivier Penacchio, Robert Benavente, María Vanrell, Dimitris Samaras
2013	A*	`conf`	A Generic Deformation Model for Dense Non-rigid Surface Registration: A Higher-Order MRF-Based Approach. ICCV Yun Zeng, Chaohui Wang, Xianfeng Gu, Dimitris Samaras, Nikos Paragios
2013	—	`conf`	Extracting Brain Regions from Rest fMRI with Total-Variation Constrained Dictionary Learning. MICCAI (2) Alexandre Abraham, Elvis Dohmatob, Bertrand Thirion, Dimitris Samaras, Gaël Varoquaux
2013	—	`conf`	FMRI analysis of cocaine addiction using k-support sparsity. ISBI Katerina Gkirtzou, Jean Honorio, Dimitris Samaras, Rita Z. Goldstein, Matthew B. Blaschko
2013	B	`conf`	Intrinsic image evaluation on synthetic complex scenes. ICIP Shida Beigpour, Marc Serra, Joost van de Weijer, Robert Benavente, María Vanrell, Olivier Penacchio, Dimitris Samaras
2013	—	`conf`	Modeling Clutter Perception using Parametric Proto-object Partitioning. NIPS Chen-Ping Yu, Wen-Yu Hua, Dimitris Samaras, Gregory J. Zelinsky
2013	—	`ch.`	Modeling Shapes with Higher-Order Graphs: Methodology and Applications. Shape Perception in Human and Computer Vision Chaohui Wang, Yun Zeng, Dimitris Samaras, Nikos Paragios
2013	J	`jnl`	Multi-voxel pattern analysis of selective representation of visual working memory in ventral temporal and occipital regions. NeuroImage Xufeng Han, Alexander C. Berg, Hwamee Oh, Dimitris Samaras, Hoi-Chung Leung
2013	J	`jnl`	Simultaneous Cast Shadows, Illumination and Geometry Inference Using Hypergraphs. IEEE Trans. Pattern Anal. Mach. Intell. Alexandros Panagopoulos, Chaohui Wang, Dimitris Samaras, Nikos Paragios
2013	A	`conf`	Single Image Shadow Detection Using Multiple Cues in a Supermodular MRF. BMVC Tomas F. Yago Vicente, Chen-Ping Yu, Dimitris Samaras
2013	A*	`conf`	Studying Relationships between Human Gaze, Description, and Computer Vision. CVPR Kiwon Yun, Yifan Peng, Dimitris Samaras, Gregory J. Zelinsky, Tamara L. Berg
2013	—	`conf`	fMRI Analysis with Sparse Weisfeiler-Lehman Graph Statistics. MLMI Katerina Gkirtzou, Jean Honorio, Dimitris Samaras, Rita Z. Goldstein, Matthew B. Blaschko
2012	J	`jnl`	Can a Single Brain Region Predict a Disorder? IEEE Trans. Medical Imaging Jean Honorio, Dardo Tomasi, Rita Z. Goldstein, Hoi-Chung Leung, Dimitris Samaras
2012	—	`conf`	Reconstructing Shape from Dictionaries of Shading Primitives. ACCV (4) Alexandros Panagopoulos, Sunil Hadap, Dimitris Samaras
2012	J	`jnl`	Simultaneous and Group-Sparse Multi-Task Learning of Gaussian Graphical Models CoRR Jean Honorio, Dimitris Samaras
2012	—	`conf`	Two-person interaction detection using body-pose features and multiple instance learning. CVPR Workshops Kiwon Yun, Jean Honorio, Debaleena Chattopadhyay, Tamara L. Berg, Dimitris Samaras
2012	A	`conf`	Variable Selection for Gaussian Graphical Models. AISTATS Jean Honorio, Dimitris Samaras, Irina Rish, Guillermo A. Cecchi
2011	B	`conf`	Analysis and synthesis of facial expressions using decomposable nonlinear generative models. FG Chan-Su Lee, Dimitris Samaras
2011	A*	`conf`	Illumination estimation and cast shadow detection through a higher-order graphical model. CVPR Alexandros Panagopoulos, Chaohui Wang, Dimitris Samaras, Nikos Paragios
2011	—	`conf`	Illumination estimation from shadow borders. ICCV Workshops Alexandros Panagopoulos, Tomas F. Yago Vicente, Dimitris Samaras
2011	A*	`conf`	Intrinsic dense 3D surface tracking. CVPR Yun Zeng, Chaohui Wang, Yang Wang, Xianfeng Gu, Dimitris Samaras, Nikos Paragios
2011	A*	`conf`	Viewpoint invariant 3D landmark model inference from monocular 2D images using higher-order priors. ICCV Chaohui Wang, Yun Zeng, Loïc Simon, Ioannis A. Kakadiaris, Dimitris Samaras, Nikos Paragios
2010	—	`conf`	AU recognition on 3D faces based on an extended statistical facial feature model. BTAS Xi Zhao, Emmanuel Dellandréa, Liming Chen, Dimitris Samaras
2010	A*	`conf`	Dense non-rigid surface registration using high-order graph matching. CVPR Yun Zeng, Chaohui Wang, Yang Wang, Xianfeng Gu, Dimitris Samaras, Nikos Paragios
2010	—	`conf`	Estimating Shadows with the Bright Channel Cue. ECCV Workshops (1) Alexandros Panagopoulos, Chaohui Wang, Dimitris Samaras, Nikos Paragios
2010	A*	`conf`	Multi-Task Learning of Gaussian Graphical Models. ICML Jean Honorio, Dimitris Samaras
2010	B	`conf`	Partial Face Biometry Using Shape Decomposition on 2D Conformal Maps of Faces. ICPR Przemyslaw Szeptycki, Mohsen Ardabilian, Liming Chen, Wei Zeng, Xianfeng David Gu, Dimitris Samaras
2010	J	`jnl`	Ricci Flow for 3D Shape Analysis. IEEE Trans. Pattern Anal. Mach. Intell. Wei Zeng, Dimitris Samaras, Xianfeng David Gu
2010	—	`conf`	Simple fully automated group classification on brain FMRI. ISBI Jean Honorio, Dimitris Samaras, Dardo Tomasi, Rita Z. Goldstein
2009	J	`jnl`	Face Relighting from a Single Image under Arbitrary Unknown Lighting Conditions. IEEE Trans. Pattern Anal. Mach. Intell. Yang Wang, Lei Zhang, Zicheng Liu, Gang Hua, Zhen Wen, Zhengyou Zhang, Dimitris Samaras
2009	A*	`conf`	Robust shadow and illumination estimation using a mixture model. CVPR Alexandros Panagopoulos, Dimitris Samaras, Nikos Paragios
2009	—	`conf`	Sparse and Locally Constant Gaussian Graphical Models. NIPS Jean Honorio, Luis E. Ortiz, Dimitris Samaras, Nikos Paragios, Rita Z. Goldstein
2008	—	`conf`	3D Non-rigid Surface Matching and Registration Based on Holomorphic Differentials. ECCV (3) Wei Zeng, Yun Zeng, Yang Wang, Xiaotian Yin, Xianfeng Gu, Dimitris Samaras
2008	—	`conf`	3D face matching and registration based on hyperbolic Ricci flow. CVPR Workshops Wei Zeng, Xiaotian Yin, Yun Zeng, Yu-Kun Lai, Xianfeng Gu, Dimitris Samaras
2008	J	`jnl`	Dependent Multiple Cue Integration for Robust Tracking. IEEE Trans. Pattern Anal. Mach. Intell. Francesc Moreno-Noguer, Alberto Sanfeliu, Dimitris Samaras
2008	J	`jnl`	Estimation of multiple directional illuminants from a single image. Image Vis. Comput. Yang Wang, Dimitris Samaras
2008	J	`jnl`	High Resolution Tracking of Non-Rigid Motion of Densely Sampled 3D Data Using Harmonic Maps. Int. J. Comput. Vis. Yang Wang, Mohit Gupta, Song Zhang, Sen Wang, Xianfeng Gu, Dimitris Samaras, Peisen Huang
2008	—	`conf`	Task-Specific Functional Brain Geometry from Model Maps. MICCAI (1) Georg Langs, Dimitris Samaras, Nikos Paragios, Jean Honorio, Nelly Alia-Klein, Dardo Tomasi, Nora D. Volkow, Rita Z. Goldstein
2008	J	`jnl`	Topology cuts: A novel min-cut/max-flow algorithm for topology preserving segmentation in N-D images. Comput. Vis. Image Underst. Yun Zeng, Dimitris Samaras, Wei Chen, Qunsheng Peng
2007	A*	`conf`	Capturing long-range correlations with patch models. CVPR Vincent Cheung, Nebojsa Jojic, Dimitris Samaras
2007	J	`jnl`	Conformal Geometry and Its Applications on 3D Shape Matching, Recognition, and Stitching. IEEE Trans. Pattern Anal. Mach. Intell. Sen Wang, Yang Wang, Miao Jin, Xianfeng David Gu, Dimitris Samaras
2007	A*	`conf`	Face Re-Lighting from a Single Image under Harsh Lighting Conditions. CVPR Yang Wang, Zicheng Liu, Gang Hua, Zhen Wen, Zhengyou Zhang, Dimitris Samaras
2007	J	`jnl`	Integration of deformable contours and a multiple hypotheses Fisher color model for robust tracking in varying illuminant environments. Image Vis. Comput. Francesc Moreno-Noguer, Alberto Sanfeliu, Dimitris Samaras
2007	A*	`conf`	Real-time Accurate Object Detection using Multiple Resolutions. ICCV Wei Zhang, Gregory J. Zelinsky, Dimitris Samaras
2007	A*	`conf`	Ricci Flow for 3D Shape Analysis. ICCV Xianfeng Gu, Sen Wang, Junho Kim, Yun Zeng, Yang Wang, Hong Qin, Dimitris Samaras
2006	—	`conf`	3D Surface Matching and Recognition Using Conformal Geometry. CVPR (2) Sen Wang, Yang Wang, Miao Jin, Xianfeng Gu, Dimitris Samaras
2006	—	`conf`	A Target Dependent Colorspace for Robust Tracking. ICPR (3) Francesc Moreno-Noguer, Alberto Sanfeliu, Dimitris Samaras
2006	J	`jnl`	Face Recognition from a Single Training Image under Arbitrary Unknown Lighting Using Spherical Harmonics. IEEE Trans. Pattern Anal. Mach. Intell. Lei Zhang, Dimitris Samaras
2006	J	`jnl`	Guest Editorial. Vis. Comput. Hanspeter Pfister, Dimitris Samaras
2006	—	`conf`	Hemispherical Harmonic Surface Description and Applications to Medical Image Analysis. 3DPVT Heng Huang, Lei Zhang, Dimitris Samaras, Li Shen, Rong Zhang, Fillia Makedon, Justin D. Pearlman
2006	A*	`conf`	Integration of Dependent Bayesian Filters for Robust Tracking. ICRA Francesc Moreno-Noguer, Alberto Sanfeliu, Dimitris Samaras
2005	—	`conf`	A Computational Model of Eye Movements during Object Class Detection. NIPS Wei Zhang, Hyejin Yang, Dimitris Samaras, Gregory J. Zelinsky
2005	C	`ed.`	Computer Graphics International 2005, CGI 2005, Stony Brook, NY, USA, June 22-24, 2005 CGI Baining Guo, Hanspeter Pfister, Dimitris Samaras
2005	A	`conf`	Exploiting Temporal Information in Functional Magnetic Resonance Imaging Brain Data. MICCAI Lei Zhang, Dimitris Samaras, Dardo Tomasi, Nelly Alia-Klein, Lisa Cottone, Andreana Leskovjan, Nora D. Volkow, Rita Z. Goldstein
2005	—	`conf`	Face Modeling and Analysis in Stony Brook University. CVPR (2) Dimitris Samaras, Yang Wang, Lei Zhang, Sen Wang, Mohit Gupta
2005	—	`conf`	Face Reconstruction Across Different Poses and Arbitrary Illumination Conditions. AVBPA Sen Wang, Lei Zhang, Dimitris Samaras
2005	—	`conf`	Face Synthesis and Recognition from a Single Image under Arbitrary Unknown Lighting Using a Spherical Harmonic Basis Morphable Model. CVPR (2) Lei Zhang, Sen Wang, Dimitris Samaras
2005	A*	`conf`	High Resolution Tracking of Non-Rigid 3D Motion of Densely Sampled Data Using Harmonic Maps. ICCV Yang Wang, Mohit Gupta, Song Zhang, Sen Wang, Xianfeng Gu, Dimitris Samaras, Peisen Huang
2005	C	`conf`	Image-driven re-targeting and relighting of facial expressions. Computer Graphics International Lei Zhang, Yang Wang, Sen Wang, Dimitris Samaras, Song Zhang, Peisen Huang
2005	A*	`conf`	Integration of Conditionally Dependent Object Features for Robust Figure/Background Segmentation. ICCV Francesc Moreno-Noguer, Alberto Sanfeliu, Dimitris Samaras
2005	—	`conf`	Machine Learning for Clinical Diagnosis from Functional Magnetic Resonance Imaging. CVPR (1) Lei Zhang, Dimitris Samaras, Dardo Tomasi, Nora D. Volkow, Rita Z. Goldstein
2005	—	`conf`	Modeling Neuronal Interactivity using Dynamic Bayesian Networks. NIPS Lei Zhang, Dimitris Samaras, Nelly Alia-Klein, Nora D. Volkow, Rita Z. Goldstein
2005	—	`conf`	Object Class Recognition Using Multiple Layer Boosting with Heterogeneous Features. CVPR (2) Wei Zhang, Bing Yu, Gregory J. Zelinsky, Dimitris Samaras
2005	—	`conf`	The Role of Top-down and Bottom-up Processes in Guiding Eye Movements during Visual Search. NIPS Gregory J. Zelinsky, Wei Zhang, Bing Yu, Xin Chen, Dimitris Samaras
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`	Fusion of a Multiple Hypotheses Color Model and Deformable Contours for Figure Ground Segmentation in Dynamic Environments. CVPR Workshops Francesc Moreno-Noguer, Alberto Sanfeliu, Dimitris Samaras
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`	Pose Invariant Face Recognition Under Arbitrary Unknown Lighting Using Spherical Harmonics. ECCV Workshop BioAW Lei Zhang, Dimitris Samaras
2004	—	`conf`	Shape Reconstruction from 3D and 2D Data Using PDE-Based Deformable Surfaces. ECCV (3) Ye Duan, Liu Yang, Hong Qin, Dimitris Samaras
2003	J	`jnl`	Estimation of multiple directional light sources for synthesis of augmented reality images. Graph. Model. Yang Wang, Dimitris Samaras
2003	—	`conf`	Face Recognition Under Variable Lighting using Harmonic Image Exemplars. CVPR (1) Lei Zhang, Dimitris Samaras
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	—	`conf`	Using Multiple Cues for Hand Tracking and Model Refinement. CVPR (2) Shan Lu, Dimitris N. Metaxas, Dimitris Samaras, John Oliensis
2002	Misc	`conf`	Estimation of Multiple Directional Light Sources for Synthesis of Mixed Reality Images. PG Yang Wang, Dimitris Samaras
2002	—	`conf`	Estimation of Multiple Illuminants from a Single Image of Arbitrary Known Geometry. ECCV (3) Yang Wang, Dimitris Samaras
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	A*	`conf`	Coupled Lighting Direction and Shape Estimation from Single Images. ICCV Dimitris Samaras, Dimitris N. Metaxas
1998	A*	`conf`	Incorporating Illumination Constraints in Deformable Models. CVPR Dimitris Samaras, Dimitris N. Metaxas