UIR-PolyKernel achieves state-of-the-art underwater image restoration using a lightweight CNN with polymorphic large kernels and hybrid frequency/spatial attention.
Shadclips: When parameter-efficient fine-tuning with multimodal meets shadow removal,
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Underwater Image Restoration via Polymorphic Large Kernel CNNs
UIR-PolyKernel achieves state-of-the-art underwater image restoration using a lightweight CNN with polymorphic large kernels and hybrid frequency/spatial attention.