Revisiting Logit Distributions for Reliable Out-of-Distribution Detection

Jiachen Liang, Ruibing Hou, Minyang Hu +3

Out-of-distribution (OOD) detection is critical for ensuring the reliability of deep learning models in open-world applications. While post-hoc methods are favored for their effici…