Enhancing Few-Shot Out-of-Distribution Detection via the Refinement of Foreground and Background

Tianyu Li, Zongqian Wu, Songyue Cai +2

CLIP-based foreground-background (FG-BG) decomposition methods have demonstrated remarkable effectiveness in improving few-shot out-of-distribution (OOD) detection performance. How…