Diffusion Models Beat GANs on Image Synthesis

We show that diffusion models can achieve image sample quality superior to the current state-of-the-art generative models. We achieve this on unconditional image synthesis by finding a better architecture through a series of ablations. 2021: Prafulla Dhariwal, Alex Nichol https://arxiv.org/pdf/2105.05233v4.pdf