Ideal denoiser

Karras et al. give a closed-form expression for the ideal denoiser under Gaussian noise. This repository implements that expression (EDM equation 57) and runs it on CIFAR-10 with supporting plots.

The point is a reference, not a learned substitute: a baseline against which trained denoisers can be read.