PWLR: Pairwise Witness Local Rejection for Boundary-Aware Out-of-Distribution Detection

Chengyao Jia, Ruixuan Wang

Out-of-distribution (OOD) detection remains challenging for image classifiers, especially when near-OOD samples lie close to in-distribution (ID) class boundaries. Recent vision-la…