Concept-based Explanations for Out-Of-Distribution Detectors

Jihye Choi, Jayaram Raghuram, Ryan Feng +3

Out-of-distribution (OOD) detection plays a crucial role in ensuring the safe deployment of deep neural network (DNN) classifiers. While a myriad of methods have focused on improvi…