Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models

Mengyuan Chen, Junyu Gao, Changsheng Xu

A straightforward pipeline for zero-shot out-of-distribution (OOD) detection involves selecting potential OOD labels from an extensive semantic pool and then leveraging a pre-train…