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Intro to Lumiere
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Classroom Contents
Understanding Lumiere: A Space-Time Diffusion Model for Video Generation
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- 1 Intro to Lumiere
- 2 Problems with Current Video Generation
- 3 Pepperoni Hug Spot vs. Lumiere
- 4 Problems with Approaches Before Lumiere
- 5 Lumiere’s Solution
- 6 Diffusion Probabilistic Models
- 7 Diving Into Lumiere
- 8 Full Inference Pipeline
- 9 Preserving Natural Motion
- 10 MuliDiffusion
- 11 STUNet Architecture
- 12 Downstream Applications
- 13 Evaluation
- 14 Takeaways
