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Image Coding for Machines with Omnipotent Feature Learning


Jul 07, 2022
Ruoyu Feng, Xin Jin, Zongyu Guo, Runsen Feng, Yixin Gao, Tianyu He, Zhizheng Zhang, Simeng Sun, Zhibo Chen

* Accepted by ECCV2022 

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AutoInit: Automatic Initialization via Jacobian Tuning


Jun 27, 2022
Tianyu He, Darshil Doshi, Andrey Gromov

* 22 pages, 5 figures 

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Semantically Video Coding: Instill Static-Dynamic Clues into Structured Bitstream for AI Tasks


Jan 25, 2022
Xin Jin, Ruoyu Feng, Simeng Sun, Runsen Feng, Tianyu He, Zhibo Chen

* 14 pages, 12 figures 

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Critical initialization of wide and deep neural networks through partial Jacobians: general theory and applications to LayerNorm


Nov 30, 2021
Darshil Doshi, Tianyu He, Andrey Gromov

* 28 pages, 8 figures 

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Meta Clustering Learning for Large-scale Unsupervised Person Re-identification


Nov 19, 2021
Xin Jin, Tianyu He, Zhiheng Yin, Xu Shen, Tongliang Liu, Xinchao Wang, Jianqiang Huang, Xian-Sheng Hua, Zhibo Chen


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Enhance Images as You Like with Unpaired Learning


Oct 04, 2021
Xiaopeng Sun, Muxingzi Li, Tianyu He, Lubin Fan

* 7 pages; IJCAI 2021 

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Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and Regularization


Apr 18, 2021
Xin Jin, Tianyu He, Kecheng Zheng, Zhiheng Yin, Xu Shen, Zhen Huang, Ruoyu Feng, Jianqiang Huang, Xian-Sheng Hua, Zhibo Chen


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Dense Interaction Learning for Video-based Person Re-identification


Mar 18, 2021
Tianyu He, Xin Jin, Xu Shen, Jianqiang Huang, Zhibo Chen, Xian-Sheng Hua

* Technical report, 12 pages 

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