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Unsupervised Object-Level Representation Learning from Scene Images


Jun 22, 2021
Jiahao Xie, Xiaohang Zhan, Ziwei Liu, Yew Soon Ong, Chen Change Loy


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A Federated Learning Framework for Nonconvex-PL Minimax Problems


May 29, 2021
Jiahao Xie, Chao Zhang, Yunsong Zhang, Zebang Shen, Hui Qian


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L-SNet: from Region Localization to Scale Invariant Medical Image Segmentation


Feb 11, 2021
Jiahao Xie, Sheng Zhang, Jianwei Lu, Ye Luo


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Partial Gromov-Wasserstein Learning for Partial Graph Matching


Dec 09, 2020
Weijie Liu, Chao Zhang, Jiahao Xie, Zebang Shen, Hui Qian, Nenggan Zheng


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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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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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Efficient Projection-Free Online Methods with Stochastic Recursive Gradient


Oct 24, 2019
Jiahao Xie, Zebang Shen, Chao Zhang, Boyu Wang, Hui Qian

* 15 pages, 3 figures 

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Stochastic Recursive Gradient-Based Methods for Projection-Free Online Learning


Oct 21, 2019
Jiahao Xie, Zebang Shen, Chao Zhang, Hui Qian, Boyu Wang

* 15 pages, 3 figures 

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Aggregated Gradient Langevin Dynamics


Oct 21, 2019
Chao Zhang, Jiahao Xie, Zebang Shen, Peilin Zhao, Tengfei Zhou, Hui Qian


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