Mateusz Koziński

ActMAD: Activation Matching to Align Distributions for Test-Time-Training

2023

Test-Time-Training (TTT) is an approach to cope with out-of-distribution (OOD) data by adapting a trained model to distribution shifts occurring at test-time. We propose to perform this adaptation via Activation Matching (ActMAD): We analyze activations …