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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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Flexible Piecewise Curves Estimation for Photo Enhancement

Oct 26, 2020
Chongyi Li, Chunle Guo, Qiming Ai, Shangchen Zhou, Chen Change Loy

* 16 pages 

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Texture Memory-Augmented Deep Patch-Based Image Inpainting

Sep 28, 2020
Rui Xu, Minghao Guo, Jiaqi Wang, Xiaoxiao Li, Bolei Zhou, Chen Change Loy

* Technical Report 

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Understanding Deformable Alignment in Video Super-Resolution

Sep 15, 2020
Kelvin C. K. Chan, Xintao Wang, Ke Yu, Chao Dong, Chen Change Loy

* Tech report, 15 pages, 19 figures 

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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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MessyTable: Instance Association in Multiple Camera Views

Jul 29, 2020
Zhongang Cai, Junzhe Zhang, Daxuan Ren, Cunjun Yu, Haiyu Zhao, Shuai Yi, Chai Kiat Yeo, Chen Change Loy

* Accepted in ECCV 2020 

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TSIT: A Simple and Versatile Framework for Image-to-Image Translation

Jul 25, 2020
Liming Jiang, Changxu Zhang, Mingyang Huang, Chunxiao Liu, Jianping Shi, Chen Change Loy

* ECCV 2020 (Spotlight). Table 2 is updated. GitHub: https://github.com/EndlessSora/TSIT 

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LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation

Jul 18, 2020
Tak-Wai Hui, Chen Change Loy

* Accepted to ECCV 2020. Trained models and code package are available at https://github.com/twhui/LiteFlowNet3 

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RGB-D Salient Object Detection with Cross-Modality Modulation and Selection

Jul 14, 2020
Chongyi Li, Runmin Cong, Yongri Piao, Qianqian Xu, Chen Change Loy

* ECCV2020 

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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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Cross-Scale Internal Graph Neural Network for Image Super-Resolution

Jun 30, 2020
Shangchen Zhou, Jiawei Zhang, Wangmeng Zuo, Chen Change Loy


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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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Inter-Region Affinity Distillation for Road Marking Segmentation

Apr 11, 2020
Yuenan Hou, Zheng Ma, Chunxiao Liu, Tak-Wai Hui, Chen Change Loy

* 10 pages, 10 figures; This paper is accepted by CVPR 2020; Our code is available at https://github.com/cardwing/Codes-for-IntRA-KD 

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Feature Pyramid Grids

Apr 07, 2020
Kai Chen, Yuhang Cao, Chen Change Loy, Dahua Lin, Christoph Feichtenhofer

* Technical report 

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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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Learning to Cluster Faces via Confidence and Connectivity Estimation

Apr 03, 2020
Lei Yang, Dapeng Chen, Xiaohang Zhan, Rui Zhao, Chen Change Loy, Dahua Lin

* 8 pages, 6 figures, CVPR 2020 

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TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting

Apr 01, 2020
Zhuoqian Yang, Wentao Zhu, Wayne Wu, Chen Qian, Qiang Zhou, Bolei Zhou, Chen Change Loy

* Accepted by CVPR 2020. The first three authors contributed equally. Project page: https://yzhq97.github.io/transmomo/ 

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Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation

Mar 31, 2020
Xingang Pan, Xiaohang Zhan, Bo Dai, Dahua Lin, Chen Change Loy, Ping Luo

* 1) Precise GAN-inversion by discriminator-guided generator finetuning. 2) A versatile way for high-quality image restoration and manipulation. Code: https://github.com/XingangPan/deep-generative-prior 

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1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation

Mar 17, 2020
Yu Liu, Guanglu Song, Yuhang Zang, Yan Gao, Enze Xie, Junjie Yan, Chen Change Loy, Xiaogang Wang


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Residual Knowledge Distillation

Feb 21, 2020
Mengya Gao, Yujun Shen, Quanquan Li, Chen Change Loy

* 9 pages, 3 figures, 3 tables 

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Real or Not Real, that is the Question

Feb 12, 2020
Yuanbo Xiangli, Yubin Deng, Bo Dai, Chen Change Loy, Dahua Lin

* ICLR2020 spotlight. 1) train GAN by maximizing kl-divergence. 2) train non-progressive GAN (DCGAN) architecture at 1024*1024 resolution 

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Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement

Jan 19, 2020
Chunle Guo, Chongyi Li, Jichang Guo, Chen Change Loy, Junhui Hou, Sam Kwong, Runmin Cong


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Everybody's Talkin': Let Me Talk as You Want

Jan 15, 2020
Linsen Song, Wayne Wu, Chen Qian, Ran He, Chen Change Loy

* Technical report. Project page: https://wywu.github.io/projects/EBT/EBT.html 

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DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection

Jan 09, 2020
Liming Jiang, Wayne Wu, Ren Li, Chen Qian, Chen Change Loy

* Project page: https://liming-jiang.com/projects/DrF1/DrF1.html 

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EcoNAS: Finding Proxies for Economical Neural Architecture Search

Jan 05, 2020
Dongzhan Zhou, Xinchi Zhou, Wenwei Zhang, Chen Change Loy, Shuai Yi, Xuesen Zhang, Wanli Ouyang

* Technical Report 

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