Enhancing Few-Shot Out-of-Distribution Detection via the Refinement of Foreground and Background
arXiv:2601.15065v2 Announce Type: replace
Abstract: CLIP-based foreground-background (FG-BG) decomposition methods have demonstrated remarkable effectiveness in improving few-shot out-of-distribution (OOD) detection performance. However, existing appr…