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Jieming Lou

2 accepted papers

2022

Adversarial Contrastive Learning via Asymmetric InfoNCE

ECCV 2022poster

"Contrastive learning (CL) has recently been applied to adversarial learning tasks. Such practice considers adversarial perturbations as additional positive samples of an instance, and by maximizing their agreements with each other, yields better adversarial robustness. However, this mechanism can b…