Cross-modal Proxy Evolving for OOD Detection with Vision-Language Models

Hao Tang, Yu Liu, Shuanglin Yan +3

Reliable zero-shot detection of out-of-distribution (OOD) inputs is critical for deploying vision-language models in open-world settings. However, the lack of labeled negatives in…