How Does Noise Help Robustness? Explanation and Exploration under the Neural SDE Framework

Xuanqing Liu, Tesi Xiao, Si Si, Qin Cao, Sanjiv Kumar, Cho-Jui Hsieh. How Does Noise Help Robustness? Explanation and Exploration under the Neural SDE Framework. In 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2020, Seattle, WA, USA, June 13-19, 2020. pages 279-287, IEEE, 2020. [doi]

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