Improving robustness against common corruptions by covariate shift adaptation

Steffen Schneider, Evgenia Rusak, Luisa Eck +3

Today's state-of-the-art machine vision models are vulnerable to image corruptions like blurring or compression artefacts, limiting their performance in many real-world application…