arxivcs.CV2026-07-31
Training-Free Entity-Level Few-Shot Segmentation of Remote Sensing Images with Advection Refinement
Existing cross-domain few-shot segmentation approaches suffer from high training costs due to source-domain episodic training and pixel-wise dense prediction, while often producing fragmented and noisy predictions. To overcome these issues, we propose a training-free entity-level…