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Shenghao Nie

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Degradation-Consistent Test-Time Adaptation for All-in-One Image Restoration

Extensive experiments across multiple tasks and challenging domain shifts demonstrate that DCTTA consistently outperforms state-of-the-art AiOIR baselines, achieving up to +4.57 dB PSNR improvement on the Rain100H dataset.

Ni Tang, Shenghao Nie, Xiaotong Luo et al. · 0 citations