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Unsupervised Visual Representation Learning by Tracking Patches in Video


May 06, 2021
Guangting Wang, Yizhou Zhou, Chong Luo, Wenxuan Xie, Wenjun Zeng, Zhiwei Xiong

* To appear in CVPR'21. Code available at github.com/microsoft/CtP 

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S2R-DepthNet: Learning a Generalizable Depth-specific Structural Representation


Apr 02, 2021
Xiaotian Chen, Yuwang Wang, Xuejin Chen, Wenjun Zeng

* Accepted by CVPR2021(oral) 

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Disentanglement-based Cross-Domain Feature Augmentation for Effective Unsupervised Domain Adaptive Person Re-identification


Mar 25, 2021
Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Quanzeng You, Zicheng Liu, Kecheng Zheng, Zhibo Chen


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MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation


Mar 25, 2021
Guoqiang Wei, Cuiling Lan, Wenjun Zeng, Zhibo Chen

* Accepted by CVPR2021 

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Re-energizing Domain Discriminator with Sample Relabeling for Adversarial Domain Adaptation


Mar 22, 2021
Xin Jin, Cuiling Lan, Wenjun Zeng, Zhibo Chen


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Rethinking Content and Style: Exploring Bias for Unsupervised Disentanglement


Feb 21, 2021
Xuanchi Ren, Tao Yang, Yuwang Wang, Wenjun Zeng

* Project Page: https://github.com/xrenaa/CS-DisMo 

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Do Generative Models Know Disentanglement? Contrastive Learning is All You Need


Feb 21, 2021
Xuanchi Ren, Tao Yang, Yuwang Wang, Wenjun Zeng

* Project Page: https://github.com/xrenaa/DisCo 

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GroupifyVAE: from Group-based Definition to VAE-based Unsupervised Representation Disentanglement


Feb 20, 2021
Tao Yang, Xuanchi Ren, Yuwang Wang, Wenjun Zeng, Nanning Zheng, Pengju Ren

* 8 pages, 6 figures 

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AttributeNet: Attribute Enhanced Vehicle Re-Identification


Feb 07, 2021
Rodolfo Quispe, Cuiling Lan, Wenjun Zeng, Helio Pedrini


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General-Purpose Speech Representation Learning through a Self-Supervised Multi-Granularity Framework


Feb 03, 2021
Yucheng Zhao, Dacheng Yin, Chong Luo, Zhiyuan Zhao, Chuanxin Tang, Wenjun Zeng, Zheng-Jun Zha


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VAE^2: Preventing Posterior Collapse of Variational Video Predictions in the Wild


Jan 28, 2021
Yizhou Zhou, Chong Luo, Xiaoyan Sun, Zheng-Jun Zha, Wenjun Zeng

* 17 pages, 26 figures 

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Style Normalization and Restitution for DomainGeneralization and Adaptation


Jan 03, 2021
Xin Jin, Cuiling Lan, Wenjun Zeng, Zhibo Chen

* Conference version: Style Normalization and Restitution for Generalizable Person Re-identification, published on CVPR-2020 

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Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification


Dec 17, 2020
Kecheng Zheng, Cuiling Lan, Wenjun Zeng, Zhizheng Zhang, Zheng-Jun Zha

* 9 pages. Accepted to 35th AAAI Conference on Artificial Intelligence (AAAI 2021) 

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Humble Teacher and Eager Student: Dual Network Learning for Semi-supervised 2D Human Pose Estimation


Nov 25, 2020
Rongchang Xie, Chunyu Wang, Wenjun Zeng, Yizhou Wang


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Re-identification = Retrieval + Verification: Back to Essence and Forward with a New Metric


Nov 23, 2020
Zheng Wang, Xin Yuan, Toshihiko Yamasaki, Yutian Lin, Xin Xu, Wenjun Zeng

* 10 pages, 3 figures 

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AdaFuse: Adaptive Multiview Fusion for Accurate Human Pose Estimation in the Wild


Oct 26, 2020
Zhe Zhang, Chunyu Wang, Weichao Qiu, Wenhu Qin, Wenjun Zeng

* Accepted by IJCV 

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Uncertainty-Aware Few-Shot Image Classification


Oct 09, 2020
Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Zhibo Chen, Shih-Fu Chang


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Feature Alignment and Restoration for Domain Generalization and Adaptation


Jun 22, 2020
Xin Jin, Cuiling Lan, Wenjun Zeng, Zhibo Chen


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Rethinking Classification Loss Designs for Person Re-identification with a Unified View


Jun 08, 2020
Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Zhibo Chen, Shif-Fu Chang


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Global Distance-distributions Separation for Unsupervised Person Re-identification


Jun 01, 2020
Xin Jin, Cuiling Lan, Wenjun Zeng, Zhibo Chen


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Style Normalization and Restitution for Generalizable Person Re-identification


May 22, 2020
Xin Jin, Cuiling Lan, Wenjun Zeng, Zhibo Chen, Li Zhang

* Accepted by CVPR2020 

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A Simple Baseline for Multi-Object Tracking


Apr 17, 2020
Yifu Zhang, Chunyu Wang, Xinggang Wang, Wenjun Zeng, Wenyu Liu


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End-to-End Estimation of Multi-Person 3D Poses from Multiple Cameras


Apr 13, 2020
Hanyue Tu, Chunyu Wang, Wenjun Zeng


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Spatiotemporal Fusion in 3D CNNs: A Probabilistic View


Apr 10, 2020
Yizhou Zhou, Xiaoyan Sun, Chong Luo, Zheng-Jun Zha, Wenjun Zeng

* To be published in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 

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Fusing Wearable IMUs with Multi-View Images for Human Pose Estimation: A Geometric Approach


Apr 10, 2020
Zhe Zhang, Chunyu Wang, Wenhu Qin, Wenjun Zeng

* Accepted by CVPR 2020. Code is released at https://github.com/CHUNYUWANG/imu-human-pose-pytorch 

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Tracking by Instance Detection: A Meta-Learning Approach


Apr 02, 2020
Guangting Wang, Chong Luo, Xiaoyan Sun, Zhiwei Xiong, Wenjun Zeng

* This paper has been accepted by CVPR'20 as an oral 

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Multi-Granularity Reference-Aided Attentive Feature Aggregation for Video-based Person Re-identification


Mar 27, 2020
Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Zhibo Chen

* Accepted by CVPR2020 

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STC-Flow: Spatio-temporal Context-aware Optical Flow Estimation


Mar 01, 2020
Xiaolin Song, Yuyang Zhao, Jingyu Yang, Cuiling Lan, Wenjun Zeng, Jiahao Li


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