Boosting Out-of-Distribution Detection with Multiple Pre-trained Models

Feng Xue, Zi He, Chuanlong Xie +2

Out-of-Distribution (OOD) detection, i.e., identifying whether an input is sampled from a novel distribution other than the training distribution, is a critical task for safely dep…