GL-MCM: Global and Local Maximum Concept Matching for Zero-Shot Out-of-Distribution Detection

Atsuyuki Miyai, Qing Yu, Go Irie +1

Zero-shot out-of-distribution (OOD) detection is a task that detects OOD images during inference with only in-distribution (ID) class names. Existing methods assume ID images conta…