CMER reports 2 to 5 percent higher retrieval accuracy and 49 percent lower memory use using a Focus-Adapter, scene-label prompt augmentation, and negative sample recycling.
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A Resource-Efficient Training Framework for Remote Sensing Text--Image Retrieval
CMER reports 2 to 5 percent higher retrieval accuracy and 49 percent lower memory use using a Focus-Adapter, scene-label prompt augmentation, and negative sample recycling.