On the effectiveness of adversarial training against common corruptions

Klim Kireev, Maksym Andriushchenko, Nicolas Flammarion

The literature on robustness towards common corruptions shows no consensus on whether adversarial training can improve the performance in this setting. First, we show that, when us…