CS3969 Visual Content Generation

Instructor: Jianfu Zhang · School of Computer Science, Shanghai Jiao Tong University

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Lecture Notes

  1. Introduction
  2. Image Prior
  3. VAE
  4. Auto-Regressive Models
  5. GAN
  6. WGAN
  7. StyleGAN
  8. Diffusion Models
  9. Score Matching
  10. DDIM & Flow Matching
  11. Conditional Generation
  12. Editing & Privacy
  13. Video Generation
  14. 3D & Detection