Regularization with Latent Space Virtual Adversarial Training

1 code implementation • ECCV 2020 • Genki Osada, Budrul Ahsan, Revoti Prasad Bora, Takashi Nishide

VAT utilizes adversarial samples, generated by injecting perturbation in the input space, for training and thereby enhances the generalization ability of a classifier.

Adversarial Robustness Image Classification