Near-real-time flood maps are vital for efficiently coordinating emergency responses during flooding events. Synthetic aperture radar (SAR) satellite remote sensing, lauded for its capacity to capture ...

In this paper, we propose a simple yet effective contrastive knowledge distillation framework that achieves sample-wise logit alignment while preserving semantic consistency. Conventional knowledge ...