Encoding Robustness to Image Style via Adversarial Feature Perturbations

Manli Shu, Zuxuan Wu, Micah Goldblum +1

Adversarial training is the industry standard for producing models that are robust to small adversarial perturbations. However, machine learning practitioners need models that are…