Deep Positive-Negative Prototypes for Adversarially Robust Discriminative Prototypical Learning

Ramin Zarei Sabzevar, Hamed Mohammadzadeh, Tahmineh Tavakoli +1

Despite the advantages of discriminative prototype-based methods, their role in adversarial robustness remains underexplored. Meanwhile, current adversarial training methods predom…