Enhancing Foundation Models for Imbalanced SAR Ship Classification via Targeted Oversampling.

arXiv:2609.31657v1 Announce Type: cross Abstract: Remote-sensing foundation models offer strong representations for SAR imagery, but their behavior under severe long-tail class imbalance is still not well characterized. We benchmark DOFA and SAR-JEPA on the im