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"Understanding Robustness Lottery": A Comparative Visual Analysis of Neural Network Pruning Approaches



Zhimin Li , Shusen Liu , Xin Yu , Kailkhura Bhavya , Jie Cao , Diffenderfer James Daniel , Peer-Timo Bremer , Valerio Pascucci


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Recall Distortion in Neural Network Pruning and the Undecayed Pruning Algorithm



Aidan Good , Jiaqi Lin , Hannah Sieg , Mikey Ferguson , Xin Yu , Shandian Zhe , Jerzy Wieczorek , Thiago Serra

* (Under review.) 

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PSTNet: Point Spatio-Temporal Convolution on Point Cloud Sequences



Hehe Fan , Xin Yu , Yuhang Ding , Yi Yang , Mohan Kankanhalli

* Accepted to ICLR2021 

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Pseudo-Label Guided Multi-Contrast Generalization for Non-Contrast Organ-Aware Segmentation



Ho Hin Lee , Yucheng Tang , Riqiang Gao , Qi Yang , Xin Yu , Shunxing Bao , James G. Terry , J. Jeffrey Carr , Yuankai Huo , Bennett A. Landman


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Video Demoireing with Relation-Based Temporal Consistency



Peng Dai , Xin Yu , Lan Ma , Baoheng Zhang , Jia Li , Wenbo Li , Jiajun Shen , Xiaojuan Qi


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Accurate 3-DoF Camera Geo-Localization via Ground-to-Satellite Image Matching



Yujiao Shi , Xin Yu , Liu Liu , Dylan Campbell , Piotr Koniusz , Hongdong Li

* submitted to TPAMI in Jan 2021 

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The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks



Xin Yu , Thiago Serra , Srikumar Ramalingam , Shandian Zhe


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Gait Recognition with Mask-based Regularization



Chuanfu Shen , Beibei Lin , Shunli Zhang , George Q. Huang , Shiqi Yu , Xin Yu

* 14 pages,4 figues 

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GaitStrip: Gait Recognition via Effective Strip-based Feature Representations and Multi-Level Framework



Ming Wang , Beibei Lin , Xianda Guo , Lincheng Li , Zheng Zhu , Jiande Sun , Shunli Zhang , Xin Yu


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