Robustmix: Improving Robustness by Regularizing the Frequency Bias of Deep Nets

Jonas Ngnawe, Marianne Abemgnigni Njifon, Jonathan Heek +1

Deep networks have achieved impressive results on a range of well-curated benchmark datasets. Surprisingly, their performance remains sensitive to perturbations that have little ef…