Created by Junho Kim

Tackling the Generative Learning Trilemma with Denoising Diffusion GANs

• 함께 읽으면 좋은글

Denoising Diffusion Probabilistic Models (DDPM)

                                                  Denoising Diffusion Probabilistic Models

• Forward process $q$ (image → noise)
• Reverse process $p$ (noise → image)
• Summary

Denoising Diffusion Implicit Models (DDIM)

                                                             Denoising Diffusion Implicit Models

• vs DDPM
• Forward process $q$ (image → noise)
• Reverse process $p$ (noise → image)
• Summary

Implementations

• https://github.com/taki0112/Diffusion-Tensorflow
  • Network는 https://github.com/lucidrains/denoising-diffusion-pytorch의 U-net과 동일