Denoising Diffusion Probabilistic Models ​

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Authors: Jonathan Ho, Ajay Jain, Pieter Abbeel
Year: 2020
Journal: NeurIPS
DOI: 10.48550/arXiv.2006.11239
Publisher: https://arxiv.org/abs/2006.11239

Keywords: ddpm, diffusion, image generation

Abstract ​

We present high quality image synthesis results using diffusion probabilistic models a class of latent variable models inspired by considerations from nonequilibrium thermodynamics.

Cite this paper ​

@misc{ddpm2020,
  title  = {Denoising Diffusion Probabilistic Models},
  author = {Jonathan Ho, Ajay Jain, Pieter Abbeel},
  year   = {2020},
  journal = {NeurIPS},
  doi    = {10.48550/arXiv.2006.11239},
  url    = {https://doi.org/10.48550/arXiv.2006.11239},
}

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