Diffusion Models Generate Images Like Painters: an Analytical Theory of Outline First, Details Later

Binxu Wang, John J. Vastola

How do diffusion generative models convert pure noise into meaningful images? In a variety of pretrained diffusion models (including conditional latent space models like Stable Dif…