Score-Based Generative Modeling through Stochastic Differential Equations ​

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Authors: Yang Song, Jascha Sohl-Dickstein, Diederik P. Kingma, Abhishek Kumar, Stefano Ermon, Ben Poole
Year: 2021
Journal: NeurIPS
DOI: 10.48550/arXiv.2011.13456
Publisher: https://arxiv.org/abs/2011.13456

Keywords: score-based, diffusion

Abstract ​

We present a stochastic differential equation approach to score-based generative modeling.

Cite this paper ​

@misc{scoresde2021,
  title  = {Score-Based Generative Modeling through Stochastic Differential Equations},
  author = {Yang Song, Jascha Sohl-Dickstein, Diederik P. Kingma, Abhishek Kumar, Stefano Ermon, Ben Poole},
  year   = {2021},
  journal = {NeurIPS},
  doi    = {10.48550/arXiv.2011.13456},
  url    = {https://doi.org/10.48550/arXiv.2011.13456},
}

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