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.
Deep vit features as dense visual descriptors
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
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.