Xiaohang Zhan

Open Long-Tailed Recognition in a Dynamic World

Aug 17, 2022
Ziwei Liu, Zhongqi Miao, Xiaohang Zhan, Jiayun Wang, Boqing Gong, Stella X. Yu

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* To appear in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022. Extended version of our previous CVPR oral paper (arXiv:1904.05160)

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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

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

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Style-ERD: Responsive and Coherent Online Motion Style Transfer

Mar 29, 2022
Tianxin Tao, Xiaohang Zhan, Zhongquan Chen, Michiel van de Panne

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* CVPR 2022, project page: https://tianxintao.github.io/Online-Motion-Style-Transfer

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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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DetCo: Unsupervised Contrastive Learning for Object Detection

Feb 09, 2021
Enze Xie, Jian Ding, Wenhai Wang, Xiaohang Zhan, Hang Xu, Zhenguo Li, Ping Luo

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Beyond Single Instance Multi-view Unsupervised Representation Learning

Nov 26, 2020
Xiangxiang Chu, Xiaohang Zhan, Xiaolin Wei

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* A plug-in approach with minimal modification to existing methods based on instance discrimination

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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

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* Accepted by CVPR 2020. Code: https://github.com/open-mmlab/OpenSelfSup

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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

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* Accepted to CVPR 2020 as oral. Project page: https://xiaohangzhan.github.io/projects/deocclusion/

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