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

Yash Gondhalekar, Sultan Hassan, Naomi Saphra +1

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