Spatio-Temporal Context for More Accurate Dense Point Trajectories Estimation. - Qingxuan Shi; Yao Lu 001; Tianfei Zhou (CIS, 2014)

Nearest neighbor field driven stochastic sampling for abrupt motion tracking. - Tianfei Zhou; Yao Lu 001; Huijun Di (ICME, 2014)

Graph regularized discriminant analysis and its application to face recognition. - Tianfei Zhou; Yao Lu 001; Yanan Zhang (ICIP, 2015)

A Sparse Error Compensation Based Incremental Principal Component Analysis Method for Foreground Detection. - Ming Qin; Yao Lu 001; Huijun Di; Tianfei Zhou (PCM (1), 2015)

Online Visual Tracking using Multiple Instance Learning with Instance Significance Estimation. - Tianfei Zhou; Yao Lu 001 (CoRR, 2015)

Abrupt motion tracking via nearest neighbor field driven stochastic sampling. - Tianfei Zhou; Yao Lu 001; Feng Lv; Huijun Di; Qingjie Zhao; Jian Zhang 002 (Neurocomputing, 2015)

Instance significance guided multiple instance boosting for robust visual tracking. - Jinwu Liu; Yao Lu 001; Tianfei Zhou (ICIP, 2016)

Video object segmentation aggregation. - Tianfei Zhou; Yao Lu 001; Huijun Di; Jian Zhang 002 (ICME, 2016)

Learning to generate video object segment proposals. - Jianwu Li; Tianfei Zhou; Yao Lu 001 (ICME, 2017)

Spectral Context Matching for Video Object Segmentation Under Occlusion. - Xiaoxue Shi; Yao Lu 001; Tianfei Zhou; Xiaoyu Lei (PCM (2), 2017)

Automatic Foreground Seeds Discovery for Robust Video Saliency Detection. - Lin Zhang 033; Yao Lu 001; Tianfei Zhou (PCM (2), 2017)

Locality-Constrained Collaborative Model for Robust Visual Tracking. - Tianfei Zhou; Yao Lu 001; Huijun Di (IEEE Trans. Circuits Syst. Video Technol., 2017)

Refined video segmentation through global appearance regression. - Lin Zhang 033; Yao Lu 001; Lihua Lu; Tianfei Zhou (Neurocomputing, 2019)

Web-Supervised Network with Softly Update-Drop Training for Fine-Grained Visual Classification. - Chuanyi Zhang; Yazhou Yao; Huafeng Liu 004; Guo-Sen Xie; Xiangbo Shu; Tianfei Zhou; Zheng Zhang 006; Fumin Shen; Zhenmin Tang (AAAI, 2020)

Motion-Attentive Transition for Zero-Shot Video Object Segmentation. - Tianfei Zhou; Shunzhou Wang; Yi Zhou 007; Yazhou Yao; Jianwu Li; Ling Shao 001 (AAAI, 2020)

Cascaded Human-Object Interaction Recognition. - Tianfei Zhou; Wenguan Wang; Siyuan Qi; Haibin Ling; Jianbing Shen (CVPR, 2020)

Video Object Segmentation with Episodic Graph Memory Networks. - Xiankai Lu; Wenguan Wang; Martin Danelljan; Tianfei Zhou; Jianbing Shen; Luc Van Gool (ECCV (3), 2020)

Weakly Supervised 3D Object Detection from Lidar Point Cloud. - Qinghao Meng; Wenguan Wang; Tianfei Zhou; Jianbing Shen; Luc Van Gool; Dengxin Dai (ECCV (13), 2020)

SCLNet: Spatial context learning network for congested crowd counting. - Shunzhou Wang; Yao Lu 001; Tianfei Zhou; Huijun Di; Lihua Lu; Lin Zhang 033 (Neurocomputing, 2020)

MATNet: Motion-Attentive Transition Network for Zero-Shot Video Object Segmentation. - Tianfei Zhou; Jianwu Li; Shunzhou Wang; Ran Tao 003; Jianbing Shen (IEEE Trans. Image Process., 2020)

Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation. - Xueyi Li 006; Tianfei Zhou; Jianwu Li; Yi Zhou 007; Zhaoxiang Zhang 001 (AAAI, 2021)

Many-to-One Distribution Learning and K-Nearest Neighbor Smoothing for Thoracic Disease Identification. - Yi Zhou 007; Lei Huang 015; Tianfei Zhou; Ling Shao 001 (AAAI, 2021)

Target-Aware Object Discovery and Association for Unsupervised Video Multi-Object Segmentation. - Tianfei Zhou; Jianwu Li; Xueyi Li 006; Ling Shao 001 (CVPR, 2021)

Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing. - Tianfei Zhou; Wenguan Wang; Si Liu 001; Yi Yang 001; Luc Van Gool (CVPR, 2021)

Face Forensics in the Wild. - Tianfei Zhou; Wenguan Wang; Zhiyuan Liang; Jianbing Shen (CVPR, 2021)

Exploring Cross-Image Pixel Contrast for Semantic Segmentation. - Wenguan Wang; Tianfei Zhou; Fisher Yu 001; Jifeng Dai; Ender Konukoglu; Luc Van Gool (ICCV, 2021)

Quality-Aware Memory Network for Interactive Volumetric Image Segmentation. - Tianfei Zhou; Liulei Li; Gustav Bredell; Jianwu Li; Ender Konukoglu (MICCAI (2), 2021)

Rethinking Cross-modal Interaction from a Top-down Perspective for Referring Video Object Segmentation. - Chen Liang; Yu Wu 011; Tianfei Zhou; Wenguan Wang; Zongxin Yang; Yunchao Wei; Yi Yang 001 (CoRR, 2021)

Multi-modal Aggregation Network for Fast MR Imaging. - Chun-Mei Feng 001; Huazhu Fu; Tianfei Zhou; Yong Xu 001; Ling Shao 001; David Zhang 001 (CoRR, 2021)

Contrast-Attentive Thoracic Disease Recognition With Dual-Weighting Graph Reasoning. - Yi Zhou 007; Tianfei Zhou; Tao Zhou 002; Huazhu Fu; Jiacheng Liu 011; Ling Shao 001 (IEEE Trans. Medical Imaging, 2021)

Detail-Preserving Transformer for Light Field Image Super-resolution. - Shunzhou Wang; Tianfei Zhou; Yao Lu 001; Huijun Di (AAAI, 2022)

Deep Hierarchical Semantic Segmentation. - Liulei Li; Tianfei Zhou; Wenguan Wang; Jianwu Li; Yi Yang 001 (CVPR, 2022)

Locality-Aware Inter-and Intra-Video Reconstruction for Self-Supervised Correspondence Learning. - Liulei Li; Tianfei Zhou; Wenguan Wang; Lu Yang 006; Jianwu Li; Yi Yang 001 (CVPR, 2022)

Visual Abductive Reasoning. - Chen Liang; Wenguan Wang; Tianfei Zhou; Yi Yang 001 (CVPR, 2022)

Rethinking Semantic Segmentation: A Prototype View. - Tianfei Zhou; Wenguan Wang; Ender Konukoglu; Luc Van Gool (CVPR, 2022)

Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation. - Tianfei Zhou; Meijie Zhang; Fang Zhao 006; Jianwu Li (CVPR, 2022)

Multi-Granular Semantic Mining for Weakly Supervised Semantic Segmentation. - Meijie Zhang; Jianwu Li; Tianfei Zhou (ACM Multimedia, 2022)

Unsupervised Superpixel Generation using Edge-Sparse Embedding. - Jakob Geusen; Gustav Bredell; Tianfei Zhou; Ender Konukoglu (CoRR, 2022)

Part Decomposition and Refinement Network for Human Parsing. - Lu Yang 006; Zhiwei Liu 004; Tianfei Zhou; Qing Song 006 (IEEE CAA J. Autom. Sinica, 2022)

Towards a Weakly Supervised Framework for 3D Point Cloud Object Detection and Annotation. - Qinghao Meng; Wenguan Wang; Tianfei Zhou; Jianbing Shen; Yunde Jia; Luc Van Gool (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Hierarchical Human Semantic Parsing With Comprehensive Part-Relation Modeling. - Wenguan Wang; Tianfei Zhou; Siyuan Qi; Jianbing Shen; Song-Chun Zhu (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Cascaded Parsing of Human-Object Interaction Recognition. - Tianfei Zhou; Siyuan Qi; Wenguan Wang; Jianbing Shen; Song-Chun Zhu (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Contextual Transformation Network for Lightweight Remote-Sensing Image Super-Resolution. - Shunzhou Wang; Tianfei Zhou; Yao Lu 001; Huijun Di (IEEE Trans. Geosci. Remote. Sens., 2022)

Weakly Supervised Visual Saliency Prediction. - Qiuxia Lai; Tianfei Zhou; Salman H. Khan 001; Hanqiu Sun; Jianbing Shen; Ling Shao 001 (IEEE Trans. Image Process., 2022)

Group-Wise Learning for Weakly Supervised Semantic Segmentation. - Tianfei Zhou; Liulei Li; Xueyi Li 006; Chun-Mei Feng 001; Jianwu Li; Ling Shao 001 (IEEE Trans. Image Process., 2022)

Co-LDL: A Co-Training-Based Label Distribution Learning Method for Tackling Label Noise. - Zeren Sun; Huafeng Liu 004; Qiong Wang 003; Tianfei Zhou; Qi Wu 001; Zhenmin Tang (IEEE Trans. Multim., 2022)

Unified Mask Embedding and Correspondence Learning for Self-Supervised Video Segmentation. - Liulei Li; Wenguan Wang; Tianfei Zhou; Jianwu Li; Yi Yang 001 (CVPR, 2023)

Learning Anchor Transformations for 3D Garment Animation. - Fang Zhao 006; Zekun Li 002; Shaoli Huang; Junwu Weng; Tianfei Zhou; Guo-Sen Xie; Jue Wang 001; Ying Shan (CVPR, 2023)

Core: Cooperative Reconstruction for Multi-Agent Perception. - Binglu Wang; Lei Zhang 006; Zhaozhong Wang; Yongqiang Zhao 001; Tianfei Zhou (ICCV, 2023)

Visual Recognition with Deep Nearest Centroids. - Wenguan Wang; Cheng Han 001; Tianfei Zhou; Dongfang Liu (ICLR, 2023)

FedFA: Federated Feature Augmentation. - Tianfei Zhou; Ender Konukoglu (ICLR, 2023)

CLUSTSEG: Clustering for Universal Segmentation. - James Chenhao Liang; Tianfei Zhou; Dongfang Liu; Wenguan Wang (ICML, 2023)

Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation. - Fei Zhang 016; Tianfei Zhou; Boyang Li; Hao He; Chaofan Ma; Tianjiao Zhang; Jiangchao Yao; Ya Zhang 002; Yanfeng Wang 001 (NeurIPS, 2023)

Volumetric memory network for interactive medical image segmentation. - Tianfei Zhou; Liulei Li; Gustav Bredell; Jianwu Li; Jan Unkelbach; Ender Konukoglu (Medical Image Anal., 2023)

Tripartite Feature Enhanced Pyramid Network for Dense Prediction. - Dongfang Liu; James Liang; Tony Geng; Alexander C. Loui; Tianfei Zhou (IEEE Trans. Image Process., 2023)

A Survey on Deep Learning Technique for Video Segmentation. - Tianfei Zhou; Fatih Porikli; David J. Crandall; Luc Van Gool; Wenguan Wang (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Differentiable Multi-Granularity Human Parsing. - Tianfei Zhou; Yi Yang 001; Wenguan Wang (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Local-Global Context Aware Transformer for Language-Guided Video Segmentation. - Chen Liang; Wenguan Wang; Tianfei Zhou; Jiaxu Miao; Yawei Luo; Yi Yang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Label-Efficient Few-Shot Semantic Segmentation with Unsupervised Meta-Training. - Jianwu Li; Kaiyue Shi; Guo-Sen Xie; Xiaofeng Liu; Jian Zhang 002; Tianfei Zhou (AAAI, 2024)

Nonverbal Interaction Detection. - Jianan Wei; Tianfei Zhou; Yi Yang 001; Wenguan Wang (ECCV (22), 2024)

On-Road Object Importance Estimation: A New Dataset and A Model with Multi-Fold Top-Down Guidance. - Zhixiong Nan; Yilong Chen 004; Tianfei Zhou; Tao Xiang 001 (NeurIPS, 2024)

LFMamba: Light Field Image Super-Resolution with State Space Model. - Wang xia; Yao Lu 001; Shunzhou Wang; Ziqi Wang; Peiqi Xia; Tianfei Zhou (CoRR, 2024)

Image Segmentation in Foundation Model Era: A Survey. - Tianfei Zhou; Fei Zhang 016; Boyu Chang; Wenguan Wang; Ye Yuan 001; Ender Konukoglu; Daniel Cremers (CoRR, 2024)

PCL: Point Contrast and Labeling for Weakly Supervised Point Cloud Semantic Segmentation. - Anan Du; Tianfei Zhou; Shuchao Pang; Qiang Wu 001; Jian Zhang 002 (IEEE Trans. Multim., 2024)

Semantic Hierarchy-Aware Segmentation. - Liulei Li; Wenguan Wang; Tianfei Zhou; Ruijie Quan; Yi Yang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

nsDB: Architecting the Next Generation Database by Integrating Neural and Symbolic Systems (Vision). - Ye Yuan 001; Bo Tang 016; Tianfei Zhou; Zhiwei Zhang; Jianbin Qin (Proc. VLDB Endow., 2024)

Cross-Image Pixel Contrasting for Semantic Segmentation. - Tianfei Zhou; Wenguan Wang (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Guest Editorial Introduction to the Special Issue on Label-Efficient Learning on Video Data. - Wenguan Wang; Tianfei Zhou; Dongfang Liu; Zheng Thomas Tang; Alexander C. Loui (IEEE Trans. Circuits Syst. Video Technol., 2024)

Prototype-Based Semantic Segmentation. - Tianfei Zhou; Wenguan Wang (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Federated Feature Augmentation and Alignment. - Tianfei Zhou; Ye Yuan 001; Binglu Wang; Ender Konukoglu (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Prompt Tuning In a Compact Attribute Space. - Shiyu Hou; Tianfei Zhou; Shuai Zhang; Ye Yuan 001; Guoren Wang (AAAI, 2025)

Seeing What Matters: Empowering CLIP with Patch Generation-to-Selection. - Gensheng Pei; Tao Chen 012; Yujia Wang; Xinhao Cai; Xiangbo Shu; Tianfei Zhou; Yazhou Yao (CVPR, 2025)

Collaborative Multimodal Fusion Network for Multiagent Perception. - Lei Zhang 166; Binglu Wang; Yongqiang Zhao 001; Yuan Yuan 006; Tianfei Zhou; Zhijun Li 001 (IEEE Trans. Cybern., 2025)

Prompt-Driven Continual Graph Learning. - Qi Wang 009; Tianfei Zhou; Ye Yuan 001; Rui Mao 001 (CoRR, 2025)

VideoRFT: Incentivizing Video Reasoning Capability in MLLMs via Reinforced Fine-Tuning. - Qi Wang 009; Yanrui Yu; Ye Yuan 001; Rui Mao 001; Tianfei Zhou (CoRR, 2025)

LAVA: Language Driven Scalable and Versatile Traffic Video Analytics. - Yanrui Yu; Tianfei Zhou; Jiaxin Sun; Lianpeng Qiao; Lizhong Ding 003; Ye Yuan 001; Guoren Wang (CoRR, 2025)

Decouple before Align: Visual Disentanglement Enhances Prompt Tuning. - Fei Zhang 016; Tianfei Zhou; Jiangchao Yao; Ya Zhang 002; Ivor W. Tsang; Yanfeng Wang 001 (CoRR, 2025)