Improving robustness to corruptions with multiplicative weight perturbations

Trung Trinh, Markus Heinonen, Luigi Acerbi +1

Deep neural networks (DNNs) excel on clean images but struggle with corrupted ones. Incorporating specific corruptions into the data augmentation pipeline can improve robustness to…