Zero-Shot Out-of-Distribution Detection with Outlier Label Exposure

Choubo Ding, Guansong Pang

As vision-language models like CLIP are widely applied to zero-shot tasks and gain remarkable performance on in-distribution (ID) data, detecting and rejecting out-of-distribution…