2023
Don’t forget the nullspace! Nullspace occupancy as a mechanism for out of distribution failure
ICLR 2023poster
Out of distribution (OoD) generalization has received considerable interest in recent years. In this work, we identify a particular failure mode of OoD generalization for discriminative classifiers that is based on test data (from a new domain) lying in the nullspace of features learnt from source d…