Webpage for the course

Generative models for images

BIP Artificial Intelligence for Science
Université de Caen Normandie

Courses (Wednesday August 28, 2024, morning):

• Slides: Introduction to generative modeling. Variational autoencoders. Generative Adversarial Networks. (.pdf)
• Slides: Diffusion models and inverse problems (.pdf)

Practice sessions (Wednesday August 28, afternoon):

• Lab session: Sampling and conditional sampling of a pretrained DDPM model
• Lab session: Training a vanilla GAN

For a more complete course on the subject see my M2 MVA (ENS Paris-Saclay) course Modèles génératifs pour l’image, shared with Arthur Leclaire (Telecom Paris).