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Adversarial-vertex-mixup-pytorch

Pytorch implementation of "Adversarial Vertex Mixup: Toward Better Adversarially Robust Generalization"

Official implementation (tensorflow): https://github.com/Saehyung-Lee/cifar10_challenge
Paper: https://arxiv.org/abs/2003.02484

Accuracy and Robustness

CleanFGSMPGD-10PGD-20CW-20
Paper results93.2478.2562.6758.2353.63
Impremented results94.9783.6962.6357.5440.5