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Long-tailed Recognition by Routing Diverse Distribution-Aware Experts

Oct 05, 2020
Xudong Wang, Long Lian, Zhongqi Miao, Ziwei Liu, Stella X. Yu

* 14 pages, 8 figures 

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Pixel-Face: A Large-Scale, High-Resolution Benchmark for 3D Face Reconstruction

Aug 31, 2020
Yunxuan Zhang, Yu Rong, Ziwei Liu, Cheng Cheng

* The code and data is available at https://github.com/pixel-face/Pixel-Face 

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Person-in-Context Synthesiswith Compositional Structural Space

Aug 28, 2020
Weidong Yin, Ziwei Liu, Leonid Sigal


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Delving into Inter-Image Invariance for Unsupervised Visual Representations

Aug 26, 2020
Jiahao Xie, Xiaohang Zhan, Ziwei Liu, Yew Soon Ong, Chen Change Loy


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Seesaw Loss for Long-Tailed Instance Segmentation

Aug 23, 2020
Jiaqi Wang, Wenwei Zhang, Yuhang Zang, Yuhang Cao, Jiangmiao Pang, Tao Gong, Kai Chen, Ziwei Liu, Chen Change Loy, Dahua Lin

* Technical Report for LVIS Challenge 2020 https://www.lvisdataset.org/challenge_2020 

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Unsupervised Feature Learning by Cross-Level Discrimination between Instances and Groups

Aug 17, 2020
Xudong Wang, Ziwei Liu, Stella X. Yu

* Update semi-supervised results 

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CelebA-Spoof: Large-Scale Face Anti-Spoofing Dataset with Rich Annotations

Aug 01, 2020
Yuanhan Zhang, Zhenfei Yin, Yidong Li, Guojun Yin, Junjie Yan, Jing Shao, Ziwei Liu

* To appear in ECCV 2020. Dataset is available at: https://github.com/Davidzhangyuanhan/CelebA-Spoof 

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Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets

Jul 25, 2020
Tong Wu, Qingqiu Huang, Ziwei Liu, Yu Wang, Dahua Lin

* To appear in ECCV 2020 as a spotlight presentation. Code and models are available at: https://github.com/wutong16/DistributionBalancedLoss 

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Sep-Stereo: Visually Guided Stereophonic Audio Generation by Associating Source Separation

Jul 20, 2020
Hang Zhou, Xudong Xu, Dahua Lin, Xiaogang Wang, Ziwei Liu

* To appear in Proceedings of the European Conference on Computer Vision (ECCV), 2020. Code, models, and video results are available on our webpage: https://hangz-nju-cuhk.github.io/projects/Sep-Stereo 

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Placepedia: Comprehensive Place Understanding with Multi-Faceted Annotations

Jul 17, 2020
Huaiyi Huang, Yuqi Zhang, Qingqiu Huang, Zhengkui Guo, Ziwei Liu, Dahua Lin

* To appear in ECCV 2020. Dataset is available at: https://hahehi.github.io/placepedia.html 

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Unsupervised Human 3D Pose Representation with Viewpoint and Pose Disentanglement

Jul 14, 2020
Qiang Nie, Ziwei Liu, Yunhui Liu

* To appear in ECCV 2020. Code and models are available at: https://github.com/NIEQiang001/unsupervised-human-pose.git 

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Knowledge Distillation Meets Self-Supervision

Jul 13, 2020
Guodong Xu, Ziwei Liu, Xiaoxiao Li, Chen Change Loy

* To appear in ECCV 2020. Code is available at: https://github.com/xuguodong03/SSKD 

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Unsupervised Landmark Learning from Unpaired Data

Jun 29, 2020
Yinghao Xu, Ceyuan Yang, Ziwei Liu, Bo Dai, Bolei Zhou


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Online Deep Clustering for Unsupervised Representation Learning

Jun 18, 2020
Xiaohang Zhan, Jiahao Xie, Ziwei Liu, Yew Soon Ong, Chen Change Loy

* Accepted by CVPR 2020. Code: https://github.com/open-mmlab/OpenSelfSup 

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MMFashion: An Open-Source Toolbox for Visual Fashion Analysis

May 19, 2020
Xin Liu, Jiancheng Li, Jiaqi Wang, Ziwei Liu

* Codes and models are available at: https://github.com/open-mmlab/mmfashion 

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Self-Supervised Scene De-occlusion

Apr 06, 2020
Xiaohang Zhan, Xingang Pan, Bo Dai, Ziwei Liu, Dahua Lin, Chen Change Loy

* Accepted to CVPR 2020 as oral. Project page: https://xiaohangzhan.github.io/projects/deocclusion/ 

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Rotate-and-Render: Unsupervised Photorealistic Face Rotation from Single-View Images

Mar 18, 2020
Hang Zhou, Jihao Liu, Ziwei Liu, Yu Liu, Xiaogang Wang

* To appear in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020. Code and models are available at: https://github.com/Hangz-nju-cuhk/Rotate-and-Render 

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Learning Diverse Fashion Collocation by Neural Graph Filtering

Mar 11, 2020
Xin Liu, Yongbin Sun, Ziwei Liu, Dahua Lin


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When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks

Nov 26, 2019
Minghao Guo, Yuzhe Yang, Rui Xu, Ziwei Liu

* First two authors contributed equally 

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Learning to Synthesize Fashion Textures

Nov 18, 2019
Wu Shi, Tak-Wai Hui, Ziwei Liu, Dahua Lin, Chen Change Loy


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Vision-Infused Deep Audio Inpainting

Oct 24, 2019
Hang Zhou, Ziwei Liu, Xudong Xu, Ping Luo, Xiaogang Wang

* To appear in ICCV 2019. Code, models, dataset and video results are available at the project page: https://hangz-nju-cuhk.github.io/projects/AudioInpainting 

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Compound Domain Adaptation in an Open World

Sep 08, 2019
Ziwei Liu, Zhongqi Miao, Xingang Pan, Xiaohang Zhan, Stella X. Yu, Dahua Lin, Boqing Gong


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