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Jacobian Adversarially Regularized Networks for Robustness

TL;DR: We show that training classifiers to produce salient input Jacobian matrices with a GAN-like regularization can boost …

Alvin Chan*, Yi Tay, Yew-Soon Ong, Jie Fu