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Distilling Double Descent


Feb 13, 2021
Andrew Cotter, Aditya Krishna Menon, Harikrishna Narasimhan, Ankit Singh Rawat, Sashank J. Reddi, Yichen Zhou


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Towards Accurate Human Pose Estimation in Videos of Crowded Scenes


Oct 21, 2020
Li Yuan, Shuning Chang, Xuecheng Nie, Ziyuan Huang, Yichen Zhou, Yunpeng Chen, Jiashi Feng, Shuicheng Yan

* 2nd Place in ACM Multimedia Grand Challenge: Human in Events, Track2: Crowd Pose Estimation in Complex Events. ACM Multimedia 2020. arXiv admin note: substantial text overlap with arXiv:2010.08365, arXiv:2010.10007 

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A Simple Baseline for Pose Tracking in Videos of Crowded Scenes


Oct 21, 2020
Li Yuan, Shuning Chang, Ziyuan Huang, Yichen Zhou, Yunpeng Chen, Xuecheng Nie, Francis E. H. Tay, Jiashi Feng, Shuicheng Yan

* 2nd Place in ACM Multimedia Grand Challenge: Human in Events, Track3: Crowd Pose Tracking in Complex Events. ACM Multimedia 2020. arXiv admin note: substantial text overlap with arXiv:2010.08365, arXiv:2010.10008 

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Toward Accurate Person-level Action Recognition in Videos of Crowded Scenes


Oct 16, 2020
Li Yuan, Yichen Zhou, Shuning Chang, Ziyuan Huang, Yunpeng Chen, Xuecheng Nie, Tao Wang, Jiashi Feng, Shuicheng Yan

* ACM Multimedia 2020 
* 1'st Place in ACM Multimedia Grand Challenge: Human in Events, Track4: Person-level Action Recognition in Complex Events 

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A Deep-Learning-Based Fashion Attributes Detection Model


Oct 24, 2018
Menglin Jia, Yichen Zhou, Mengyun Shi, Bharath Hariharan


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Approximation Trees: Statistical Stability in Model Distillation


Aug 22, 2018
Yichen Zhou, Zhengze Zhou, Giles Hooker

* This paper supercedes arXiv:1610.09036 

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Boulevard: Regularized Stochastic Gradient Boosted Trees and Their Limiting Distribution


Aug 15, 2018
Yichen Zhou, Giles Hooker

* 37 pages, 5 figures. Fixed a typo in Theorem 4.2 

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Multivariate Time Series Classification Using Dynamic Time Warping Template Selection for Human Activity Recognition


Dec 21, 2015
Skyler Seto, Wenyu Zhang, Yichen Zhou


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