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Masked Frequency Modeling for Self-Supervised Visual Pre-Training


Jun 15, 2022
Jiahao Xie , Wei Li , Xiaohang Zhan , Ziwei Liu , Yew Soon Ong , Chen Change Loy

* Project page: https://www.mmlab-ntu.com/project/mfm/index.html 

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UniVIP: A Unified Framework for Self-Supervised Visual Pre-training


Mar 14, 2022
Zhaowen Li , Yousong Zhu , Fan Yang , Wei Li , Chaoyang Zhao , Yingying Chen , Zhiyang Chen , Jiahao Xie , Liwei Wu , Rui Zhao , Ming Tang , Jinqiao Wang

* Accepted by CVPR2022 

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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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