Replacing white noise with scale-invariant noise tuned to an image set's power-law statistics could make diffusion models faster, sharper, and more controllable, this theory paper argues.
Origins of scaling in natural images
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Cloud Diffusion Part 1: Theory and Motivation
Replacing white noise with scale-invariant noise tuned to an image set's power-law statistics could make diffusion models faster, sharper, and more controllable, this theory paper argues.