Stable Diffusion

Stable Diffusion

UCF CRCV via YouTube Direct link

Super-Resolution with Latent Diffusion

9 of 13

9 of 13

Super-Resolution with Latent Diffusion

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Classroom Contents

Stable Diffusion

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  1. 1 Introduction
  2. 2 Issues with standard diffusion models
  3. 3 Visualizing the issue with data
  4. 4 Method - Reconstruction Loss
  5. 5 Method - Adversarial Loss
  6. 6 Method - Conditioning
  7. 7 Experiments
  8. 8 Image Generation with Unconditional Latent Diffusion
  9. 9 Super-Resolution with Latent Diffusion
  10. 10 A person crossing a busy intersection
  11. 11 Conclusion
  12. 12 Points For the Paper
  13. 13 Points Against the Paper

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