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C4_466671 - Diffusion models

Material for lectures on Diffusion models at IE university (C4_466671 - Advanced Artificial Intelligence)

Click here to access the site (slides can be downloaded from there)

Contents

  • Intro
  • Denoising Diffusion Probabilistic Models (DDPMs)
  • Advancements and improvements
  • Large diffusion models
  • Beyond image generation