By initializing zero-shot diffusion restoration from a pseudo-inverted degraded image and raising the noise weight to 1, the method cuts steps to 5-59% of the original while matching or exceeding DDNM quality.
Denoising diffusion probabilistic models,
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Quick Bypass Mechanism of Zero-Shot Diffusion-Based Image Restoration
By initializing zero-shot diffusion restoration from a pseudo-inverted degraded image and raising the noise weight to 1, the method cuts steps to 5-59% of the original while matching or exceeding DDNM quality.