Ho et al. • 2020

Abstract

This paper demonstrated that diffusion models could generate high-quality images by reversing a gradual noising process. It established the theoretical and practical groundwork for the current generation of image synthesis systems.

Why It Matters

• Superseded GANs as the primary image generation approach
• Mathematical basis for modern diffusion systems
• Achieves high fidelity and diversity in generation