All glossary terms
modelsadvanced

Diffusion Model

A generative model that gradually removes noise from data to generate new samples.

In more detail

Diffusion models learn to reverse a process that gradually adds noise to data. Powerful for generating realistic images. Examples: DALL-E, Midjourney, Stable Diffusion. Recently dominant in image generation.

Examples

  • Image generation (DALL-E, Stable Diffusion)
  • Image inpainting
  • Video generation
  • Audio synthesis
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