Generative models · MLD-0311
Diffusion model
A generative model that learns to reverse or otherwise undo a progressive corruption process.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Generate an image by progressively removing noise.
Original caveat
Different diffusion formulations use different objectives and samplers.
Context and aliases
Level: Advanced. Stages: Architecture · Training · Inference.
Tags: DL · Generative AI · Vision.
Aliases: None recorded.