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Once-for-All Adversarial Training: In-Situ Tradeoff between Robustness and Accuracy for Free

Nov 10, 2020
Haotao Wang, Tianlong Chen, Shupeng Gui, Ting-Kuei Hu, Ji Liu, Zhangyang Wang

* NeurIPS 2020 

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Triple Wins: Boosting Accuracy, Robustness and Efficiency Together by Enabling Input-Adaptive Inference

Feb 25, 2020
Ting-Kuei Hu, Tianlong Chen, Haotao Wang, Zhangyang Wang

* Published on ICLR 2020 

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VGAI: A Vision-Based Decentralized Controller Learning Framework for Robot Swarms

Feb 06, 2020
Ting-Kuei Hu, Fernando Gama, Zhangyang Wang, Alejandro Ribeiro, Brian M. Sadler


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Dual Dynamic Inference: Enabling More Efficient, Adaptive and Controllable Deep Inference

Jul 17, 2019
Yue Wang, Jianghao Shen, Ting-Kuei Hu, Pengfei Xu, Tan Nguyen, Richard Baraniuk, Zhangyang Wang, Yingyan Lin


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