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ZeroIDIR: Zero-Reference Illumination Degradation Image Restoration with Perturbed Consistency Diffusion Models
提出零参考扩散框架,将复原解耦为自适应光照校正与扩散重建,并引入扰动一致性损失,为无监督低光照增强与去噪提供可复用方案。