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Instance Localization for Self-supervised Detection Pretraining


Feb 16, 2021
Ceyuan Yang, Zhirong Wu, Bolei Zhou, Stephen Lin

* Technical report 

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Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination


Aug 03, 2020
Peng-Shuai Wang, Yu-Qi Yang, Qian-Fang Zou, Zhirong Wu, Yang Liu, Xin Tong


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What makes instance discrimination good for transfer learning?


Jun 11, 2020
Nanxuan Zhao, Zhirong Wu, Rynson W. H. Lau, Stephen Lin


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A Transductive Approach for Video Object Segmentation


Apr 16, 2020
Yizhuo Zhang, Zhirong Wu, Houwen Peng, Stephen Lin

* To Appear in CVPR 2020 

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Distilling Localization for Self-Supervised Representation Learning


Apr 14, 2020
Nanxuan Zhao, Zhirong Wu, Rynson W. H. Lau, Stephen Lin


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Deep Metric Transfer for Label Propagation with Limited Annotated Data


Dec 20, 2018
Bin Liu, Zhirong Wu, Han Hu, Stephen Lin

* Tech Report 

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Improving Generalization via Scalable Neighborhood Component Analysis


Aug 14, 2018
Zhirong Wu, Alexei A. Efros, Stella X. Yu

* To appear in ECCV 2018 

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Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination


May 05, 2018
Zhirong Wu, Yuanjun Xiong, Stella Yu, Dahua Lin

* CVPR 2018 spotlight paper. Code: https://github.com/zhirongw/lemniscate.pytorch 

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Temporal Action Detection with Structured Segment Networks


Sep 18, 2017
Yue Zhao, Yuanjun Xiong, Limin Wang, Zhirong Wu, Xiaoou Tang, Dahua Lin

* To appear in ICCV2017. Code & models available at http://yjxiong.me/others/ssn 

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Deep Markov Random Field for Image Modeling


Sep 07, 2016
Zhirong Wu, Dahua Lin, Xiaoou Tang

* Accepted at ECCV 2016 

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Adjustable Bounded Rectifiers: Towards Deep Binary Representations


Nov 19, 2015
Zhirong Wu, Dahua Lin, Xiaoou Tang

* Under review as a conference paper at ICLR 2016 

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3D ShapeNets: A Deep Representation for Volumetric Shapes


Apr 15, 2015
Zhirong Wu, Shuran Song, Aditya Khosla, Fisher Yu, Linguang Zhang, Xiaoou Tang, Jianxiong Xiao

* to be appeared in CVPR 2015 

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