Ch Muhammad Awais

Foundation Models Under Class Imbalance in SAR Ship Classification: A Fusion-Based Evaluation

Remote sensing foundation models are increasingly used for downstream tasks, but their behavior under extreme class imbalance is not well characterized. We present an empirical study of pretrained encoders for SAR ship classification on two public datasets, FUSARShip and OpenSARShip, which exhibit severe label skew. We...