ReMaD: Tuning-free Domain Adaptation for Classification and Out-of-Distribution Detection

Elijah Bolluyt, Cristina Comaniciu

We introduce Reduced-rank Mahalanobis Distance (ReMaD), a novel prototypical distance-based refinement to classification and out-of-distribution (OOD) detection using pretrained mo…