@@ -12,14 +12,23 @@ import { SITE_DESCRIPTION, SITE_TITLE } from '../consts';
1212 Bayesianism, variational inference, Variational autoencoders, (reparametrization trick)
1313 ` , material: " TBD" },
1414 { date: " Thurs Sept 18th" , description: " Cancelled" , material: " TBD" },
15- { date: " Wed Sept 24th" , description: " Normalizing Flows " , material: " TBD" },
16- { date: " Thur Sept 25th" , description: " Lab 1: simple generative models, numpy+pytorch, autoencoders " , material: " TBD" },
15+ { date: " Wed Sept 24th" , description: " Conditional flow matching " , material: " TBD" },
16+ { date: " Thur Sept 25th" , description: " Lab 1 on conditional flow matching " , material: " TBD" },
1717 { date: " Wed Oct 1st" , description: " Generative Adversarial Networks" , material: " TBD" },
1818 { date: " Thurs Oct 2nd" , description: " Wasserstein Generative Adversarial Networks + Lab 2" , material: " TBD" },
19- { date: " Wed Oct 8th" , description: " Diffusion" , material: `
19+ { date: " Wed Oct 8th" , description: " Diffusion 1/2 " , material: `
2020 <a href="https://neurips.cc/virtual/2024/invited-talk/101133">Arnaud Doucet invited talk at NeurIPS 2024</a>
2121 ` },
22- { date: " Thurs Oct 9th" , description: " Introduction to sequence modelling" , material: " TBD" }
22+ { date: " Thurs Oct 9th" , description: " Introduction to sequence modelling, tokenizer, autoregressive model, bigram" , material: " TBD" },
23+ { date: " Wed Oct 15th" , description: " Diffusion 2/2, link between diffusion and flow matching, intro to conditional generation" , material: " TBD" },
24+ { date: " Thurs Oct 16th" , description: " Evaluation of generative models, FID, precison, recall, density, conditional generation, CG CFG" , material: " TBD" },
25+ { date: " Fri Oct 17th" , description: " Project Feedback" , material: " TBD" },
26+ { date: " Wed Oct 22nd" , description: " Attention and Transformers + lab" , material: " TBD" },
27+ { date: " Thurs Oct 23rd" , description: " No lecture" , material: " TBD" },
28+ { date: " Wed Nov 5th " , description: " Discrete Diffusion" , material: " TBD" },
29+ { date: " Thur Nov 6th " , description: " Energy-based models" , material: " TBD" },
30+ { date: " Wed Nov 12th " , description: " Project Presentations 1/2" , material: " TBD" },
31+ { date: " Thur Nov 13th " , description: " Project Presentations 2/2" , material: " TBD" },
2332 ];
2433---
2534
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