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Rethinking Semantic Segmentation: A Prototype View


Apr 04, 2022
Tianfei Zhou, Wenguan Wang, Ender Konukoglu, Luc Van Gool

* Accepted to CVPR 2022 (Oral); Code: https://github.com/tfzhou/ProtoSeg 

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Deep Hierarchical Semantic Segmentation


Mar 29, 2022
Liulei Li, Tianfei Zhou, Wenguan Wang, Jianwu Li, Yi Yang

* CVPR 2022. Code: https://github.com/0liliulei/HieraSeg 

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Locality-Aware Inter-and Intra-Video Reconstruction for Self-Supervised Correspondence Learning


Mar 29, 2022
Liulei Li, Tianfei Zhou, Wenguan Wang, Lu Yang, Jianwu Li, Yi Yang

* CVPR 2022. Code: https://github.com/0liliulei/LIIR 

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Visual Abductive Reasoning


Mar 26, 2022
Chen Liang, Wenguan Wang, Tianfei Zhou, Yi Yang

* CVPR2022; Code, data: https://github.com/leonnnop/VAR 

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Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation


Mar 22, 2022
Tianfei Zhou, Meijie Zhang, Fang Zhao, Jianwu Li

* Accepted to CVPR 2022. Code: https://github.com/maeve07/RCA.git 

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Local-Global Context Aware Transformer for Language-Guided Video Segmentation


Mar 18, 2022
Chen Liang, Wenguan Wang, Tianfei Zhou, Jiaxu Miao, Yawei Luo, Yi Yang

* Code, data: https://github.com/leonnnop/Locater 

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Detail-Preserving Transformer for Light Field Image Super-Resolution


Jan 02, 2022
Shunzhou Wang, Tianfei Zhou, Yao Lu, Huijun Di

* AAAI2022, Code: https://github.com/BITszwang/DPT 

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Multi-modal Aggregation Network for Fast MR Imaging


Oct 20, 2021
Chun-Mei Feng, Huazhu Fu, Tianfei Zhou, Yong Xu, Ling Shao, David Zhang


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Quality-Aware Memory Network for Interactive Volumetric Image Segmentation


Jul 05, 2021
Tianfei Zhou, Liulei Li, Gustav Bredell, Jianwu Li, Ender Konukoglu

* MICCAI 2021. Code: https://github.com/0liliulei/Mem3D 

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A Survey on Deep Learning Technique for Video Segmentation


Jul 02, 2021
Wenguan Wang, Tianfei Zhou, Fatih Porikli, David Crandall, Luc Van Gool


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Rethinking Cross-modal Interaction from a Top-down Perspective for Referring Video Object Segmentation


Jun 02, 2021
Chen Liang, Yu Wu, Tianfei Zhou, Wenguan Wang, Zongxin Yang, Yunchao Wei, Yi Yang


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Target-Aware Object Discovery and Association for Unsupervised Video Multi-Object Segmentation


Apr 10, 2021
Tianfei Zhou, Jianwu Li, Xueyi Li, Ling Shao

* CVPR21 

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Face Forensics in the Wild


Mar 30, 2021
Tianfei Zhou, Wenguan Wang, Zhiyuan Liang, Jianbing Shen

* CVPR 2021 (Oral). https://github.com/tfzhou/FFIW 

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Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing


Mar 08, 2021
Tianfei Zhou, Wenguan Wang, Si Liu, Yi Yang, Luc Van Gool

* CVPR 2021 (Oral). Code: https://github.com/tfzhou/MG-HumanParsing 

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Many-to-One Distribution Learning and K-Nearest Neighbor Smoothing for Thoracic Disease Identification


Feb 26, 2021
Yi Zhou, Lei Huang, Tianfei Zhou, Ling Shao

* Accepted to AAAI2021 

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Exploring Cross-Image Pixel Contrast for Semantic Segmentation


Feb 11, 2021
Wenguan Wang, Tianfei Zhou, Fisher Yu, Jifeng Dai, Ender Konukoglu, Luc Van Gool

* Our code will be available at https://github.com/tfzhou/ContrastiveSeg 

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Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation


Dec 09, 2020
Xueyi Li, Tianfei Zhou, Jianwu Li, Yi Zhou, Zhaoxiang Zhang

* Accepted to AAAI 2021. Code: https://github.com/Lixy1997/Group-WSSS 

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Weakly Supervised 3D Object Detection from Lidar Point Cloud


Jul 23, 2020
Qinghao Meng, Wenguan Wang, Tianfei Zhou, Jianbing Shen, Luc Van Gool, Dengxin Dai

* ECCV 2020; website: https://github.com/hlesmqh/WS3D 

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Video Object Segmentation with Episodic Graph Memory Networks


Jul 19, 2020
Xinkai Lu, Wenguan Wang, Martin Danelljan, Tianfei Zhou, Jianbing Shen, Luc Van Gool

* ECCV2020 Spotlight; website: https://github.com/carrierlxk/GraphMemVOS 

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Motion-Attentive Transition for Zero-Shot Video Object Segmentation


Mar 15, 2020
Tianfei Zhou, Shunzhou Wang, Yi Zhou, Yazhou Yao, Jianwu Li, Ling Shao

* AAAI 2020. Code: https://github.com/tfzhou/MATNet 

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Cascaded Human-Object Interaction Recognition


Mar 11, 2020
Tianfei Zhou, Wenguan Wang, Siyuan Qi, Haibin Ling, Jianbing Shen

* Accepted to CVPR 2020. Winner of the ICCV-2019 PIC Challenge on both HOIW and PIC tracks. Code: https://github.com/tfzhou/C-HOI 

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Instance Significance Guided Multiple Instance Boosting for Robust Visual Tracking


Jul 25, 2015
Jinwu Liu, Yao Lu, Tianfei Zhou

* A version of this manuscript will be submitted to Multimedia Modelling 2016 

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Abrupt Motion Tracking via Nearest Neighbor Field Driven Stochastic Sampling


Jan 21, 2015
Tianfei Zhou, Yao Lu, Feng Lv, Huijun Di, Qingjie Zhao, Jian Zhang

* submitted to Elsevier Neurocomputing 

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