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Lightweight SAR Ship Detection via Contrastive Distillation

cs.CV · 2026-05-27 · unverdicted · novelty 6.0

Proposes SURGE, a contrastive relational distillation method for lightweight SAR ship detection that reports up to 6.2 mAP gains on SSDD and HRSID benchmarks while claiming to be the first transformer-based KD framework in the SAR domain.

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  • Lightweight SAR Ship Detection via Contrastive Distillation cs.CV · 2026-05-27 · unverdicted · none · ref 12

    Proposes SURGE, a contrastive relational distillation method for lightweight SAR ship detection that reports up to 6.2 mAP gains on SSDD and HRSID benchmarks while claiming to be the first transformer-based KD framework in the SAR domain.