Towards out-of-distribution generalization in large-scale astronomical surveys: robust networks learn similar representations

no code implementations • 29 Nov 2023 • Yash Gondhalekar, Sultan Hassan, Naomi Saphra, Sambatra Andrianomena

The generalization of machine learning (ML) models to out-of-distribution (OOD) examples remains a key challenge in extracting information from upcoming astronomical surveys.

Inductive Bias Out-of-Distribution Generalization