Jen‐Tzung Chien

Enhancing instance discrimination for self-supervised adversarial training

A learning machine is prone to be attacked by adversarial examples in presence of imperceptible perturbations. Adversarial training (AT) is developed to build a defense model against the adversarial attacks. Most of the previous works were conducted in supervised setting. To rele...