Lesson 7 - Generative Modelling
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How to generate new data
Required reading for this lesson
- Chapter by David Foster - Introducting to Generative Modeling
- Video Ari Seff - What are Diffusion Models?
- First ten minutes of Introduction to Generative AI
Optional reading for this lesson
- Blogpost GlassRoom - Deep Representation Learning
- Video Yang Song - Diffusion and Score-Based Generative Models
- Video Outlier - Derivation of the Math for Diffusion Models
- Video ML Berkeley - Lecture on Diffusion Models
- Blogpost Renato Candido - Build your first GANs
Slides
Video
Credits
The image was taken from the Stable Diffusion repository by StabilityAI.
