Unconditional CNN denoisers contain sparse semantic representation of images

Zahra Kadkhodaie, Stéphane Mallat, Eero Simoncelli

Generative diffusion models learn probability densities over diverse image datasets by estimating the score with a neural network trained to remove noise. Despite their remarkable…