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Diffusion model

A class of latent variable models inspired by nonequilibrium thermodynamics.

Official source: Denoising Diffusion Probabilistic Models →

Generation is learned as the reverse of a gradual corruption process: the cited work obtains high-quality image synthesis by training on a weighted variational bound, a connection between diffusion models and denoising score matching that supplies the family with a practical training objective.

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  1. Denoising Diffusion Probabilistic Modelsverified · 2026-08-15 · agent:verification