Xi Peng - RankMe

98 papers A* 29A 5B 4Misc 1Journal 51Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	"Why Is There a Tumor?": Tell Me the Reason, Show Me the Evidence. ICML Mengmeng Ma, Tang Li, Yunxiang Peng, Lu Lin, Volkan Beylergil, Binsheng Zhao, Oguz Akin, Xi Peng
2025	A*	`conf`	Beyond Accuracy: On the Effects of Fine-Tuning Towards Vision-Language Model's Prediction Rationality. AAAI Qitong Wang, Tang Li, Kien X. Nguyen, Xi Peng
2025	A*	`conf`	Interpretable Failure Detection with Human-Level Concepts. AAAI Kien X. Nguyen, Tang Li, Xi Peng
2025	J	`jnl`	Interpretable Failure Detection with Human-Level Concepts. CoRR Kien X. Nguyen, Tang Li, Xi Peng
2025	A*	`conf`	Structure-informed Risk Minimization for Robust Ensemble Learning. ICML Fengchun Qiao, Yanlin Chen, Xi Peng
2024	J	`jnl`	Adapting Wireless Network Configuration From Simulation to Reality via Deep Learning-Based Domain Adaptation. IEEE/ACM Trans. Netw. Junyang Shi, Aitian Ma, Xia Cheng, Mo Sha, Xi Peng
2024	A	`conf`	Adaptive Cascading Network for Continual Test-Time Adaptation. CIKM Kien X. Nguyen, Fengchun Qiao, Xi Peng
2024	J	`jnl`	Adaptive Cascading Network for Continual Test-Time Adaptation. CoRR Kien X. Nguyen, Fengchun Qiao, Xi Peng
2024	A*	`conf`	Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales. NeurIPS Tang Li, Mengmeng Ma, Xi Peng
2024	J	`jnl`	Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales. CoRR Tang Li, Mengmeng Ma, Xi Peng
2024	J	`jnl`	Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction Rationality. CoRR Qitong Wang, Tang Li, Kien X. Nguyen, Xi Peng
2024	A*	`conf`	Beyond the Federation: Topology-aware Federated Learning for Generalization to Unseen Clients. ICML Mengmeng Ma, Tang Li, Xi Peng
2024	J	`jnl`	Beyond the Federation: Topology-aware Federated Learning for Generalization to Unseen Clients. CoRR Mengmeng Ma, Tang Li, Xi Peng
2024	—	`conf`	Calibrating Probabilistic Embeddings for Cross-Modal Retrieval. CSoNet Fengchun Qiao, Xi Peng
2024	—	`conf`	DEAL: Disentangle and Localize Concept-Level Explanations for VLMs. ECCV (39) Tang Li, Mengmeng Ma, Xi Peng
2024	J	`jnl`	DEAL: Disentangle and Localize Concept-level Explanations for VLMs. CoRR Tang Li, Mengmeng Ma, Xi Peng
2024	A*	`conf`	Ensemble Pruning for Out-of-distribution Generalization. ICML Fengchun Qiao, Xi Peng
2024	J	`jnl`	Out-of-Domain Generalization From a Single Source: An Uncertainty Quantification Approach. IEEE Trans. Pattern Anal. Mach. Intell. Xi Peng, Fengchun Qiao, Long Zhao
2024	A*	`conf`	SeafloorAI: A Large-scale Vision-Language Dataset for Seafloor Geological Survey. NeurIPS Kien X. Nguyen, Fengchun Qiao, Arthur Trembanis, Xi Peng
2024	J	`jnl`	SeafloorAI: A Large-scale Vision-Language Dataset for Seafloor Geological Survey. CoRR Kien X. Nguyen, Fengchun Qiao, Arthur Trembanis, Xi Peng
2024	J	`jnl`	Semi-Identical Twins Variational AutoEncoder for Few-Shot Learning. IEEE Trans. Neural Networks Learn. Syst. Yi Zhang, Sheng Huang, Xi Peng, Dan Yang
2023	A*	`conf`	Are Data-Driven Explanations Robust Against Out-of-Distribution Data? CVPR Tang Li, Fengchun Qiao, Mengmeng Ma, Xi Peng
2023	J	`jnl`	Are Data-driven Explanations Robust against Out-of-distribution Data? CoRR Tang Li, Fengchun Qiao, Mengmeng Ma, Xi Peng
2023	J	`jnl`	Deep learning-based estimation of whole-body kinematics from multi-view images. CoRR Kien X. Nguyen, Liying Zheng, Ashley L. Hawke, Robert E. Carey, Scott P. Breloff, Kang Li, Xi Peng
2023	J	`jnl`	Deep learning-based estimation of whole-body kinematics from multi-view images. Comput. Vis. Image Underst. Kien X. Nguyen, Liying Zheng, Ashley L. Hawke, Robert E. Carey, Scott P. Breloff, Kang Li, Xi Peng
2023	A*	`conf`	Learning from Semantic Alignment between Unpaired Multiviews for Egocentric Video Recognition. ICCV Qitong Wang, Long Zhao, Liangzhe Yuan, Ting Liu, Xi Peng
2023	J	`jnl`	Learning from Semantic Alignment between Unpaired Multiviews for Egocentric Video Recognition. CoRR Qitong Wang, Long Zhao, Liangzhe Yuan, Ting Liu, Xi Peng
2023	J	`jnl`	Region-Aware Arbitrary-Shaped Text Detection With Progressive Fusion. IEEE Trans. Multim. Qitong Wang, Bin Fu, Ming Li, Junjun He, Xi Peng, Yu Qiao
2023	A*	`conf`	Topology-aware Robust Optimization for Out-of-Distribution Generalization. ICLR Fengchun Qiao, Xi Peng
2023	J	`jnl`	Topology-aware Robust Optimization for Out-of-distribution Generalization. CoRR Fengchun Qiao, Xi Peng
2023	J	`jnl`	Video-Based 3D pose estimation for residential roofing. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Ruochen Wang, Liying Zheng, Ashley L. Hawke, Robert E. Carey, Scott P. Breloff, Kang Li, Xi Peng
2022	A*	`conf`	Are Multimodal Transformers Robust to Missing Modality? CVPR Mengmeng Ma, Jian Ren, Long Zhao, Davide Testuggine, Xi Peng
2022	J	`jnl`	Are Multimodal Transformers Robust to Missing Modality? CoRR Mengmeng Ma, Jian Ren, Long Zhao, Davide Testuggine, Xi Peng
2022	A	`conf`	Self-Guidance: Improve Deep Neural Network Generalization via Knowledge Distillation. WACV Zhenzhu Zheng, Xi Peng
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	Misc	`conf`	Adapting Wireless Mesh Network Configuration from Simulation to Reality via Deep Learning based Domain Adaptation. NSDI Junyang Shi, Mo Sha, Xi Peng
2021	J	`jnl`	Deep Learning for Spatiotemporal Modeling of Urbanization. CoRR Tang Li, Jing Gao, Xi Peng
2021	J	`jnl`	Dizygotic Conditional Variational AutoEncoder for Multi-Modal and Partial Modality Absent Few-Shot Learning. CoRR Yi Zhang, Sheng Huang, Xi Peng, Dan Yang
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	J	`jnl`	Out-of-domain Generalization from a Single Source: A Uncertainty Quantification Approach. CoRR Xi Peng, Fengchun Qiao, Long Zhao
2021	A*	`conf`	SMIL: Multimodal Learning with Severely Missing Modality. AAAI Mengmeng Ma, Jian Ren, Long Zhao, Sergey Tulyakov, Cathy Wu, Xi Peng
2021	J	`jnl`	SMIL: Multimodal Learning with Severely Missing Modality. CoRR Mengmeng Ma, Jian Ren, Long Zhao, Sergey Tulyakov, Cathy Wu, Xi Peng
2021	—	`conf`	Student-Teacher Oneness: A Storage-efficient approach that improves facial expression recognition. ICCVW Zhenzhu Zheng, Christopher Rasmussen, Xi Peng
2021	A*	`conf`	Uncertainty-Guided Model Generalization to Unseen Domains. CVPR Fengchun Qiao, Xi Peng
2021	J	`jnl`	Uncertainty-guided Model Generalization to Unseen Domains. CoRR Fengchun Qiao, Xi Peng
2021	J	`jnl`	Understanding the factors driving the opioid epidemic using machine learning. CoRR Sachin Gavali, Chuming Chen, Julie Cowart, Xi Peng, Shanshan Ding, Cathy Wu, Tammy Anderson
2021	—	`conf`	Understanding the factors related to the opioid epidemic using machine learning. BIBM Sachin Gavali, Chuming Chen, Julie Cowart, Xi Peng, Shanshan Ding, Cathy H. Wu, Tammy Anderson
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	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`	Learning to Learn Single Domain Generalization. CVPR Fengchun Qiao, Long Zhao, Xi Peng
2020	J	`jnl`	Learning to Learn Single Domain Generalization. CoRR Fengchun Qiao, Long Zhao, Xi Peng
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	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
2019	A*	`conf`	AdaTransform: Adaptive Data Transformation. ICCV Zhiqiang Tang, Xi Peng, Tingfeng Li, Yizhe Zhu, Dimitris N. Metaxas
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	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	J	`jnl`	Learning where to look: Semantic-Guided Multi-Attention Localization for Zero-Shot Learning. CoRR Yizhe Zhu, Jianwen Xie, Zhiqiang Tang, Xi Peng, Ahmed Elgammal
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	A*	`conf`	Scalable Global Alignment Graph Kernel Using Random Features: From Node Embedding to Graph Embedding. KDD Lingfei Wu, Ian En-Hsu Yen, Zhen Zhang, Kun Xu, Liang Zhao, Xi Peng, Yinglong Xia, Charu C. Aggarwal
2019	J	`jnl`	Scalable Global Alignment Graph Kernel Using Random Features: From Node Embedding to Graph Embedding. CoRR Lingfei Wu, Ian En-Hsu Yen, Zhen Zhang, Kun Xu, Liang Zhao, Xi Peng, Yinglong Xia, Charu C. Aggarwal
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`	Semantic-Guided Multi-Attention Localization for Zero-Shot Learning. NeurIPS Yizhe Zhu, Jianwen Xie, Zhiqiang Tang, Xi Peng, Ahmed Elgammal
2018	A*	`conf`	A Generative Adversarial Approach for Zero-Shot Learning From Noisy Texts. CVPR Yizhe Zhu, Mohamed Elhoseiny, Bingchen Liu, Xi Peng, Ahmed Elgammal
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	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	—	`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	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
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
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	—	`conf`	Sequential Face Alignment via Person-Specific Modeling in the Wild. CVPR Workshops Xi Peng, Junzhou Huang, 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
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	A*	`conf`	PIEFA: Personalized Incremental and Ensemble Face Alignment. ICCV Xi Peng, Shaoting Zhang, Yu Yang, Dimitris N. Metaxas
2015	B	`conf`	Three-dimensional head pose estimation in-the-wild. FG Xi Peng, Junzhou Huang, Qiong Hu, Shaoting Zhang, 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	B	`conf`	Robust Multi-pose Facial Expression Recognition. ICPR Qiong Hu, Xi Peng, Peng Yang, Fei Yang, Dimitris N. Metaxas