Can Circuit Alignment Predict OOD Generalization?

Ayan Banerjee, Abhra Chaudhuri, Josep Llados +2

Can out-of-distribution (OOD) generalization be predicted from a trained model's weights alone, without any target-domain data? Existing representational similarity metrics (CKA, S…