A feedback self-adaptive attention module uses CLIP's own output predictions as a spatial coherence prior to reweight intermediate attention, improving training-free open-vocabulary segmentation across 8 benchmarks.
Tent: Fully test-time adaptation by entropy minimization
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Plug-in Feedback Self-adaptive Attention in CLIP for Training-free Open-Vocabulary Segmentation
A feedback self-adaptive attention module uses CLIP's own output predictions as a spatial coherence prior to reweight intermediate attention, improving training-free open-vocabulary segmentation across 8 benchmarks.