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Picture for Hanxun Huang

Exploring Architectural Ingredients of Adversarially Robust Deep Neural Networks

Oct 21, 2021
Hanxun Huang, Yisen Wang, Sarah Monazam Erfani, Quanquan Gu, James Bailey, Xingjun Ma

* NeurIPS 2021 

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Unlearnable Examples: Making Personal Data Unexploitable

Jan 13, 2021
Hanxun Huang, Xingjun Ma, Sarah Monazam Erfani, James Bailey, Yisen Wang

* ICLR2021 Spotlight 

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Neural Architecture Search via Combinatorial Multi-Armed Bandit

Jan 01, 2021
Hanxun Huang, Xingjun Ma, Sarah M. Erfani, James Bailey

* 10 pages, 7 figures 

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Normalized Loss Functions for Deep Learning with Noisy Labels

Jun 24, 2020
Xingjun Ma, Hanxun Huang, Yisen Wang, Simone Romano, Sarah Erfani, James Bailey

* Accepted to ICML 2020 

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