Teaching material for Generative modelling lectures to be taught in the AI Summer School at KAUST.
The main teaching material is available in 5 slide decks, covering an introduction to generative modelling and the four most popular methods (VAEs, GANs, NFs, Diffusion models).
A number of tutorials are presented during the course in the form of Jupyter notebooks.
| Session | Slides | Exercise |
|---|---|---|
| Intro to gen modelling | Link | |
| AutoEncoders | Link | Link |
| VAEs | Link | Link |
| GANs | Link | Link |
| NFs | Link | Link |
| Diffusion | Link | Link |