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WEDGE: Web-Image Assisted Domain Generalization for Semantic Segmentation


Sep 29, 2021
Namyup Kim, Taeyoung Son, Cuiling Lan, Wenjun Zeng, Suha Kwak


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Zero-Shot Text-to-Speech for Text-Based Insertion in Audio Narration


Sep 12, 2021
Chuanxin Tang, Chong Luo, Zhiyuan Zhao, Dacheng Yin, Yucheng Zhao, Wenjun Zeng

* Published in Interspeech'21 

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Sparse MLP for Image Recognition: Is Self-Attention Really Necessary?


Sep 12, 2021
Chuanxin Tang, Yucheng Zhao, Guangting Wang, Chong Luo, Wenxuan Xie, Wenjun Zeng


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A Battle of Network Structures: An Empirical Study of CNN, Transformer, and MLP


Aug 30, 2021
Yucheng Zhao, Guangting Wang, Chuanxin Tang, Chong Luo, Wenjun Zeng, Zheng-Jun Zha


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Pose-Guided Feature Learning with Knowledge Distillation for Occluded Person Re-Identification


Aug 23, 2021
Kecheng Zheng, Cuiling Lan, Wenjun Zeng, Jiawei Liu, Zhizheng Zhang, Zheng-Jun Zha

* ACM MM 2021 

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Self-Supervised Visual Representations Learning by Contrastive Mask Prediction


Aug 18, 2021
Yucheng Zhao, Guangting Wang, Chong Luo, Wenjun Zeng, Zheng-Jun Zha

* Accepted to ICCV 2021 

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VoxelTrack: Multi-Person 3D Human Pose Estimation and Tracking in the Wild


Aug 05, 2021
Yifu Zhang, Chunyu Wang, Xinggang Wang, Wenyu Liu, Wenjun Zeng


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Markov Decision Process modeled with Bandits for Sequential Decision Making in Linear-flow


Jul 01, 2021
Wenjun Zeng, Yi Liu

* Accepted by 2021 KDD Multi-Armed Bandits and Reinforcement Learning Workshop: https://sites.google.com/view/marble-kdd 

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ToAlign: Task-oriented Alignment for Unsupervised Domain Adaptation


Jun 21, 2021
Guoqiang Wei, Cuiling Lan, Wenjun Zeng, Zhibo Chen


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PlayVirtual: Augmenting Cycle-Consistent Virtual Trajectories for Reinforcement Learning


Jun 08, 2021
Tao Yu, Cuiling Lan, Wenjun Zeng, Mingxiao Feng, Zhibo Chen


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Understanding Mobile GUI: from Pixel-Words to Screen-Sentences


May 25, 2021
Jingwen Fu, Xiaoyi Zhang, Yuwang Wang, Wenjun Zeng, Sam Yang, Grayson Hilliard


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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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