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Yadong Mu

Columbia University

Informative Dropout for Robust Representation Learning: A Shape-bias Perspective


Aug 10, 2020
Baifeng Shi, Dinghuai Zhang, Qi Dai, Zhanxing Zhu, Yadong Mu, Jingdong Wang

* Accepted to ICML2020. Code is available at https://github.com/bfshi/InfoDrop 

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Weakly-Supervised Action Localization by Generative Attention Modeling


Mar 30, 2020
Baifeng Shi, Qi Dai, Yadong Mu, Jingdong Wang

* CVPR2020. Code is available at https://github.com/bfshi/DGAM-Weakly-Supervised-Action-Localization 

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Deep High-Resolution Representation Learning for Visual Recognition


Aug 20, 2019
Jingdong Wang, Ke Sun, Tianheng Cheng, Borui Jiang, Chaorui Deng, Yang Zhao, Dong Liu, Yadong Mu, Mingkui Tan, Xinggang Wang, Wenyu Liu, Bin Xiao

* arXiv admin note: text overlap with arXiv:1904.04514 

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Scale Matters: Temporal Scale Aggregation Network for Precise Action Localization in Untrimmed Videos


Aug 02, 2019
Guoqiang Gong, Liangfeng Zheng, Kun Bai, Yadong Mu


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Two-Stream Video Classification with Cross-Modality Attention


Aug 01, 2019
Lu Chi, Guiyu Tian, Yadong Mu, Qi Tian

* 12 pages, 7 figures 

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High-Resolution Representations for Labeling Pixels and Regions


Apr 09, 2019
Ke Sun, Yang Zhao, Borui Jiang, Tianheng Cheng, Bin Xiao, Dong Liu, Yadong Mu, Xinggang Wang, Wenyu Liu, Jingdong Wang


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Deep Steering: Learning End-to-End Driving Model from Spatial and Temporal Visual Cues


Aug 12, 2017
Lu Chi, Yadong Mu

* 12 pages, 15 figures 

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Deep Hashing: A Joint Approach for Image Signature Learning


Aug 12, 2016
Yadong Mu, Zhu Liu

* 10 pages 

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Learning Binary Codes and Binary Weights for Efficient Classification


Mar 14, 2016
Fumin Shen, Yadong Mu, Wei Liu, Yang Yang, Heng Tao Shen

* 9 pages 

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Stochastic Gradient Made Stable: A Manifold Propagation Approach for Large-Scale Optimization


Jan 12, 2016
Yadong Mu, Wei Liu, Wei Fan

* 14 pages, 9 figures 

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Distributed Low-rank Subspace Segmentation


Oct 16, 2013
Ameet Talwalkar, Lester Mackey, Yadong Mu, Shih-Fu Chang, Michael I. Jordan


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Video De-fencing


Oct 08, 2012
Yadong Mu, Wei Liu, Shuicheng Yan

* To appear in IEEE transactions on Circuits and Systems for Video Technology (T-CSVT) 

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Compact Hyperplane Hashing with Bilinear Functions


Jun 18, 2012
Wei Liu, Jun Wang, Yadong Mu, Sanjiv Kumar, Shih-Fu Chang

* ICML2012 

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