Attempted Schedule
| Date | Description | Material |
|---|---|---|
| Wed Sept 10th | Cancelled | TBD |
| Thurs Sept 11th | Overview, introduction to generative models, maximum likelihood, Expectation Maximization | TBD |
| Wed Sept 17th | TBD | |
| Thurs Sept 18th | Cancelled | TBD |
| Wed Sept 24th | Conditional flow matching | TBD |
| Thur Sept 25th | Lab 1 on conditional flow matching | TBD |
| Wed Oct 1st | Generative Adversarial Networks | TBD |
| Thurs Oct 2nd | Wasserstein Generative Adversarial Networks + Lab 2 | TBD |
| Wed Oct 8th | ||
| Thurs Oct 9th | Introduction to sequence modelling, tokenizer, autoregressive model, bigram | TBD |
| Wed Oct 15th | Diffusion 2/2, link between diffusion and flow matching, intro to conditional generation | TBD |
| Thurs Oct 16th | Evaluation of generative models, FID, precison, recall, density, conditional generation, CG CFG | TBD |
| Fri Oct 17th | Project Feedback | TBD |
| Wed Oct 22nd | Attention and Transformers + lab | TBD |
| Thurs Oct 23rd | No lecture | TBD |
| Wed Nov 5th | Discrete Diffusion | TBD |
| Thur Nov 6th | Energy-based models | TBD |
| Wed Nov 12th | Project Presentations 1/2 | TBD |
| Thur Nov 13th | Project Presentations 2/2 | TBD |