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Switching Gradient Directions for Query-Efficient Black-Box Adversarial Attacks

Sep 15, 2020
Chen Ma, Shuyu Cheng, Li Chen, Junhai Yong

* 20 pages, including the appendix after the reference section 

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MetaSimulator: Simulating Unknown Target Models for Query-Efficient Black-box Attacks

Sep 02, 2020
Chen Ma, Li Chen, Junhai Yong

* 20 pages, including the appendix after the references section 

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Feature Statistics Guided Efficient Filter Pruning

May 21, 2020
Hang Li, Chen Ma, Wei Xu, Xue Liu

* To appear in Proceedings of IJCAI 2020 (copyright held by IJCAI) 

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Universal Successor Features for Transfer Reinforcement Learning

Jan 05, 2020
Chen Ma, Dylan R. Ashley, Junfeng Wen, Yoshua Bengio


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Learning to Combat Compounding-Error in Model-Based Reinforcement Learning

Dec 24, 2019
Chenjun Xiao, Yifan Wu, Chen Ma, Dale Schuurmans, Martin Müller


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The Hitchhiker's Guide to LDA

Aug 27, 2019
Chen Ma

* 148 pages, in Chinese 

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MetaAdvDet: Towards Robust Detection of Evolving Adversarial Attacks

Aug 06, 2019
Chen Ma, Chenxu Zhao, Hailin Shi, Li Chen, Junhai Yong, Dan Zeng

* 10 pages, 2 figures, accepted as the conference paper of Proceedings of the 27th ACM International Conference on Multimedia (MM'19) 

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AU R-CNN: Encoding Expert Prior Knowledge into R-CNN for Action Unit Detection

Dec 14, 2018
Chen Ma, Li Chen, Junhai Yong

* 14 pages,10 figures,under review of Journal Neurocomputing 

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Universal Successor Representations for Transfer Reinforcement Learning

Apr 11, 2018
Chen Ma, Junfeng Wen, Yoshua Bengio


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Obstacle Avoidance through Deep Networks based Intermediate Perception

Apr 27, 2017
Shichao Yang, Sandeep Konam, Chen Ma, Stephanie Rosenthal, Manuela Veloso, Sebastian Scherer


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