diffusion-pytorch

이화여대 강의자료입니다. 사용시 citation 부탁드립니다. :)

Teaching materials from Ewha Womans University. Please cite the link when used. :)

Youtube (Korean)

• The recipe of GANs
• The basic diffusion
• The advanced diffusion

Author

Junho Kim

---

Summary of GANs

---

Basic diffusion (Theory)

• DDPM, DDIM
• Classifier guidance
• Diffusion + GAN (DDGAN)

---

Advanced diffusion (Theory)

• Stable diffusion, GALIP
• Evaluation
• Editing

---

Hands-on diffusion (Implementation)

• DDPM, DDIM
• How to use the SD ?
• How to evaluate ?

---

Recommended code

• pytorch & tensorflow code template
• Stylegan2-pytorch
• GALIP-pytorch
• DDGAN-tensorflow