SADM adds a signal attenuation coefficient to the diffusion forward process so that reverse denoising simultaneously recovers brightness and suppresses noise without extra stages or correction modules.
Lr3m: Robust low-light enhancement via low-rank regularized retinex model
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Single-Stage Signal Attenuation Diffusion Model for Low-Light Image Enhancement and Denoising
SADM adds a signal attenuation coefficient to the diffusion forward process so that reverse denoising simultaneously recovers brightness and suppresses noise without extra stages or correction modules.