Assaying Out-Of-Distribution Generalization in Transfer Learning

Florian Wenzel, Andrea Dittadi, Peter Vincent Gehler +9

Since out-of-distribution generalization is a generally ill-posed problem, various proxy targets (e.g., calibration, adversarial robustness, algorithmic corruptions, invariance acr…