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Adversarial Robustness of Stabilized NeuralODEs Might be from Obfuscated Gradients

Sep 28, 2020
Yifei Huang, Yaodong Yu, Hongyang Zhang, Yi Ma, Yuan Yao

* 16 pages 

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A Comprehensive Study on Visual Explanations for Spatio-temporal Networks

May 01, 2020
Zhenqiang Li, Weimin Wang, Zuoyue Li, Yifei Huang, Yoichi Sato


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Discovery of Bias and Strategic Behavior in Crowdsourced Performance Assessment

Aug 05, 2019
Yifei Huang, Matt Shum, Xi Wu, Jason Zezhong Xiao

* International Workshop of Talent and Management Computing, KDD 2019 

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An Evaluation of Transfer Learning for Classifying Sales Engagement Emails at Large Scale

Apr 19, 2019
Yong Liu, Pavel Dmitriev, Yifei Huang, Andrew Brooks, Li Dong


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Manipulation-skill Assessment from Videos with Spatial Attention Network

Jan 09, 2019
Zhenqiang Li, Yifei Huang, Minjie Cai, Yoichi Sato


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Mutual Context Network for Jointly Estimating Egocentric Gaze and Actions

Jan 07, 2019
Yifei Huang, Minjie Cai, Zhenqiang Li, Yoichi Sato


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Differentiable Fine-grained Quantization for Deep Neural Network Compression

Oct 20, 2018
Hsin-Pai Cheng, Yuanjun Huang, Xuyang Guo, Yifei Huang, Feng Yan, Hai Li, Yiran Chen


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On Breiman's Dilemma in Neural Networks: Phase Transitions of Margin Dynamics

Oct 18, 2018
Weizhi Zhu, Yifei Huang, Yuan Yao

* 34 pages 

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Semantic Aware Attention Based Deep Object Co-segmentation

Oct 16, 2018
Hong Chen, Yifei Huang, Hideki Nakayama


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Predicting Gaze in Egocentric Video by Learning Task-dependent Attention Transition

Jul 20, 2018
Yifei Huang, Minjie Cai, Zhenqiang Li, Yoichi Sato


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