Amirhossein Ansari

NegRefine: Refining Negative Label-Based Zero-Shot OOD Detection

Recent advancements in Vision-Language Models like CLIP have enabled zero-shot OOD detection by leveraging both image and textual label information. Among these, negative label-based methods such as NegLabel and CSP have shown promising results by utilizing a lexicon of words to define negative labe…