arxivcs.CV2026-06-30
FROST: Training-Free Few-Shot Segmentation with Frozen Features and Nonparametric Statistics
Few-shot segmentation asks a model to delineate a target class in a query image from only a handful of annotated examples, a setting most acute in remote sensing, where labels are scarce and the imagery departs sharply from the natural images on which vision backbones are pretrai…