Splitting the Difference Between Deep and Shallow Solutions of Inverse Problems

Splitting the Difference Between Deep and Shallow Solutions of Inverse Problems

Institute for Pure & Applied Mathematics (IPAM) via YouTube Direct link

Volumetric formulation

10 of 23

10 of 23

Volumetric formulation

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Classroom Contents

Splitting the Difference Between Deep and Shallow Solutions of Inverse Problems

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  1. 1 Intro
  2. 2 Presentation
  3. 3 Sparse recovery
  4. 4 Deep nihilism
  5. 5 Problems with deep solutions
  6. 6 Novel view synthesis
  7. 7 Nerf papers
  8. 8 How is Nerf different
  9. 9 Rendering a scene
  10. 10 Volumetric formulation
  11. 11 Transmittance equation
  12. 12 Multiview synthesis
  13. 13 Neural Radiance
  14. 14 Problems with Neural Radiance
  15. 15 Planoxyls
  16. 16 Regularization
  17. 17 Resolution
  18. 18 Harmonic Basis
  19. 19 Results
  20. 20 TV regularization
  21. 21 Synthetic scenes
  22. 22 More scenes
  23. 23 The 360 view

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