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Tackling Data Heterogeneity: A New Unified Framework for Decentralized SGD with Sample-induced Topology


Jul 08, 2022
Yan Huang, Ying Sun, Zehan Zhu, Changzhi Yan, Jinming Xu

* This work will appear in ICML 2022 

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1st Place Solutions for RxR-Habitat Vision-and-Language Navigation Competition (CVPR 2022)


Jun 26, 2022
Dong An, Zun Wang, Yangguang Li, Yi Wang, Yicong Hong, Yan Huang, Liang Wang, Jing Shao

* Winner of the 2nd RxR-Habitat Competition @ CVPR2022 

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Intra Encoding Complexity Control with a Time-Cost Model for Versatile Video Coding


Jun 13, 2022
Yan Huang, Jizheng Xu, Li Zhang, Yan Zhao, Li Song

* 5 pages, received VSPCTC Best Paper Award in ISCAS 2022 

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Generative Compression for Face Video: A Hybrid Scheme


Apr 26, 2022
Anni Tang, Yan Huang, Jun Ling, Zhiyu Zhang, Yiwei Zhang, Rong Xie, Li Song


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A Closer Look at Personalization in Federated Image Classification


Apr 22, 2022
Changxing Jing, Yan Huang, Yihong Zhuang, Liyan Sun, Yue Huang, Zhenlong Xiao, Xinghao Ding

* 14 pages, 5 figures 

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Generalizable Person Re-Identification via Self-Supervised Batch Norm Test-Time Adaption


Mar 28, 2022
Ke Han, Chenyang Si, Yan Huang, Liang Wang, Tieniu Tan

* accepted by AAAI 2022 

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Learning the Degradation Distribution for Blind Image Super-Resolution


Mar 09, 2022
Zhengxiong Luo, Yan Huang, Shang Li, Liang Wang, Tieniu Tan

* Accepted to CVRP2022 

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