Generative Model

• GAN
• VAE
• diffusion model: [1] [2] [3] [4]

Tutorial of generative models:

• Understanding Diffusion Models: A Unified Perspective

• Unifying Generative Models with GFlowNets

References

[1] Dhariwal, Prafulla, and Alex Nichol. “Diffusion models beat gans on image synthesis.” arXiv preprint arXiv:2105.05233 (2021).

[2] GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models

[3] Elucidating the Design Space of Diffusion-Based Generative Models

[4] Wang, Tengfei, et al. “Pretraining is All You Need for Image-to-Image Translation.” arXiv preprint arXiv:2205.12952 (2022).