Low-Data Supervised Adaptation Outperforms Prompting for Cloud Segmentation Under Domain Shift

Harshith Kethavath, Weiming Hu

Adapting vision-language models to remote sensing imagery presents a fundamental challenge: both the visual and linguistic distributions of satellite data lie far outside natural i…