Understanding Lumiere: A Space-Time Diffusion Model for Video Generation

Understanding Lumiere: A Space-Time Diffusion Model for Video Generation

Oxen via YouTube Direct link

Pepperoni Hug Spot vs. Lumiere

3 of 14

3 of 14

Pepperoni Hug Spot vs. Lumiere

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

Understanding Lumiere: A Space-Time Diffusion Model for Video Generation

Automatically move to the next video in the Classroom when playback concludes

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

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.