AI Basics

Diffusion Model

A family of generative models associated with learning to reverse a process that corrupts data with noise. Sampling uses learned denoising behavior under a particular formulation. Implementations vary; diffusion is not synonymous with all image generation, and an intuitive denoising analogy does not describe every model equation or quality guarantee.

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