Schedule

August

15-17  Overview / Learning
22-24  Signal Theory / Images
29-31  ConvNets / RNN

September

05-__  Attention and Transformers
12-14  Vision Transformers / Xformers Review
19-21  Generative Models / Autoregessive Models
26-28  GANs  / VQGAN

October

03-05  VAEs / Normalizing Flows
10-12  Diffusion Models / DDPM
17-19  Score-Based Generative Models (Parts I / II)
24-26  Advanced Techniques (Conditioning / Acceleration)

November

31-03  Multimodal Generative Models / Practice
07-09  Prompt Engineering / Generalized Diffusion
14-16  Opening the Box / Finetuning / [presentations]
21-23  Editing Methods / [presentations]
28-30  The State-of-the-Art / [presentations]