Rethinking the Effect of Data Augmentation in Adversarial Contrastive Learning

Rundong Luo, Yifei Wang, Yisen Wang

Recent works have shown that self-supervised learning can achieve remarkable robustness when integrated with adversarial training (AT). However, the robustness gap between supervis…