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Factorized Diffusion: Perceptual Illusions by Noise Decomposition

Factorized Diffusion: Perceptual Illusions by Noise Decomposition

Given a factorization of an image into a sum of linear components, we present a zero-shot method to control each individual component through diffusion model sampling. For example, we can decompose an image into low and high spatial frequencies and condition these components on different text prompts. This produces hybrid …