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ShineOn: Illuminating Design Choices for Practical Video-based Virtual Clothing Try-on

Jan 13, 2021
Gaurav Kuppa, Andrew Jong, Vera Liu, Ziwei Liu, Teng-Sheng Moh

* In Proceedings of Generation of Human Behavior Workshop at IEEE WACV 2021 

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Chasing the Tail in Monocular 3D Human Reconstruction with Prototype Memory

Dec 29, 2020
Yu Rong, Ziwei Liu, Chen Change Loy


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Computation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup

Dec 17, 2020
Guodong Xu, Ziwei Liu, Chen Change Loy

* The code is available at: https://github.com/xuguodong03/UNIXKD 

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CARAFE++: Unified Content-Aware ReAssembly of FEatures

Dec 07, 2020
Jiaqi Wang, Kai Chen, Rui Xu, Ziwei Liu, Chen Change Loy, Dahua Lin

* Technical Report. Extended journal version of the conference paper that appeared as arXiv:1905.02188 

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LiDAR-based Panoptic Segmentation via Dynamic Shifting Network

Dec 01, 2020
Fangzhou Hong, Hui Zhou, Xinge Zhu, Hongsheng Li, Ziwei Liu

* Rank 1st place in the leaderboard of SemanticKITTI Panoptic Segmentation (accessed at 2020-11-16); Codes at https://github.com/hongfz16/DS-Net 

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Do 2D GANs Know 3D Shape? Unsupervised 3D shape reconstruction from 2D Image GANs

Nov 02, 2020
Xingang Pan, Bo Dai, Ziwei Liu, Chen Change Loy, Ping Luo


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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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