Overview
Diffusion models have largely surpassed GANs for high-quality image generation. They work by learning to 'denoise' an image that has been completely obscured by random noise.
Key Models
- Stable Diffusion
- Midjourney
- DALL-E 3
Advantages
They are generally more stable to train than GANs and produce higher-quality, more diverse results.