Your Classifier Can Be Secretly a Likelihood-Based OOD Detector

Jirayu Burapacheep, Yixuan Li

The ability to detect out-of-distribution (OOD) inputs is critical to guarantee the reliability of classification models deployed in an open environment. A fundamental challenge in…