Mahalanobis++: Improving OOD Detection via Feature Normalization

Maximilian Mueller, Matthias Hein

Detecting out-of-distribution (OOD) examples is an important task for deploying reliable machine learning models in safety-critial applications. While post-hoc methods based on the…