ContRE: A Complementary Measure for Robustness Evaluation of Deep Networks via Contrastive Examples

Author:

Li Xuhong1,Wu Xuanyu1,Kong Linghe2,Zhang Xiao3,Huang Siyu4,Dou Dejing1,Xiong Haoyi1

Affiliation:

1. Baidu Research

2. Shanghai Jiaotong University

3. Tsinghua University

4. Clemson University

Publisher

IEEE

Reference47 articles.

1. Neurips 2020 competition: Predicting generalization in deep learning;Jiang;arXiv preprint arXiv:2012.07976,2020

2. A simple framework for contrastive learning of visual representations;Chen

3. Momentum Contrast for Unsupervised Visual Representation Learning

4. Stronger generalization bounds for deep nets via a compression approach;Arora

5. Exploring generalization in deep learning;Neyshabur;Advances in Neural Information Processing Systems (NeurIPS),2017

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