University of Oxford; University of Oxford, Five AI Ltd.; ETH Zürich, ETH AI Center; NAVER LABS Europe; University of Oxford, NAVER LABS Europe
Pau de Jorge Aranda, Adel Bibi, Riccardo Volpi, Amartya Sanyal, Philip Torr, Gregory Rogez, Puneet Dokania
single-step adversarial training;catastrophic overfitting;FGSM;efficient adversarial training;fast adversarial training
Make Some Noise: Reliable and Efficient Single-Step Adversarial Training