Diffusion Models

Before diffusion models, image generation was largely dominated by GANs. This was despite their inherently poor training stability caused by their two competing networks. Diffusion models emerged as a more stable alternative that produce highly realistic images, and now, are the most popular model for image generation tasks. But what are diffusion models, and how do they work? What are diffusion models?