ATGC selects the best input scale for a black-box open-vocabulary segmentation API, using DINOv2 attention entropy, improving one-hot-label distillation on Cityscapes and ACDC.
Coco-stuff: Thing and stuff classes in context
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Make me an Expert: Distilling from Generalist Black-Box Models into Specialized Models for Semantic Segmentation
ATGC selects the best input scale for a black-box open-vocabulary segmentation API, using DINOv2 attention entropy, improving one-hot-label distillation on Cityscapes and ACDC.