Evgenia Rusak

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If Your Data Distribution Shifts, Use Self-Learning

Self-learning techniques like entropy minimization and pseudo-labeling are simple and effective at improving model performance under …

Improving Robustness against Common Corruptions by Covariate Shift Adaptation

Adapting batch norm statistics of trained computer vision models considerably increases robustness at test-time.