Glossary

Diffusion model — Glossary

A generative model that learns to reverse a gradual noising process to synthesize data such as images.

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Full definition

Denoising diffusion probabilistic models (Ho et al.) and successors dominate modern text-to-image systems. Generation iteratively refines noise into a sample conditioned on text or other signals.

Related encyclopedia topic

Diffusion Models — Diffusion models are a generative modeling family that learn to reverse a gradual noising process. They underpin many modern image and video generators and are…

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