A new framework adds adaptive background patch suppression via entropy weighting and confusable foreground patch rectification to existing FG-BG methods, significantly improving few-shot OOD detection.
Gl-mcm: Global and local maximum concept matching for zero-shot out-of-distribution detec- tion.IJCV, pages 1–11
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Enhancing Few-Shot Out-of-Distribution Detection via the Refinement of Foreground and Background
A new framework adds adaptive background patch suppression via entropy weighting and confusable foreground patch rectification to existing FG-BG methods, significantly improving few-shot OOD detection.