Improving robustness against common corruptions by covariate shift adaptation. - Steffen Schneider 001; Evgenia Rusak; Luisa Eck; Oliver Bringmann 001; Wieland Brendel; Matthias Bethge (NeurIPS, 2020)

If your data distribution shifts, use self-learning. - Evgenia Rusak; Steffen Schneider 001; George Pachitariu; Luisa Eck; Peter Vincent Gehler; Oliver Bringmann 001; Wieland Brendel; Matthias Bethge (Trans. Mach. Learn. Res., 2022)