Non-Parametric Outlier Synthesis

Leitian Tao, Xuefeng Du, Xiaojin Zhu +1

Out-of-distribution (OOD) detection is indispensable for safely deploying machine learning models in the wild. One of the key challenges is that models lack supervision signals fro…