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IR-CM: TheFastandGeneral-purposeImage RestorationMethodBasedonConsistencyModel

Neural Information Processing Systems

Finally, to avoid trivial solutions and stabilize model training, we introduce a simple origin-guided loss. To validate the effectiveness ofour proposed method, we conducted experiments on tasks including image deraining, denoising, deblurring, and low-light image enhancement.