#microscopy

Exemplar: Classical Priors Complement Frozen Features for Few-Shot Microscopy Segmentation at Native ResolutionNEW⭐7

Exemplar fuses classical filters with frozen DINOv3 features for few-shot microscopy segmentation, outperforming nnU-Net on single masks yet fitting 16–77× fast...