Models and training

Diffusion model

stable definition

Definition

A diffusion model learns a denoising process that transforms noise into samples resembling its training distribution.

Distinguish it from nearby terms

A GAN generates through an adversarially trained generator; diffusion typically generates through repeated denoising steps.

Check your understanding

Describe the forward noising process and the learned reverse process.