Diffusion Models explained..
Teaming up with Julia Turc to explain diffusion models. The progression, strengths and weaknesses and the overall concept on how diffusion models work. Diffusion is a process and a framework rather than a model architecture and Diffusion can be implemented with transformers hence DiT, so there's a lot more to it than what we might expect. Let's dig into how diffusion works in various angles to understand the full depth of how this works.
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Chapters:
00:00 Intro
00:48 Model Types
02:22 Data Efficiency
03:28 Diffusion
06:23 Why Diffusion?
07:53 Sponsor: Bycloud
08:43 History
11:08 Theory
12:40 AI Adoption
14:12 Conclusion
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