Stochastic continuous normalizing flows: training SDEs as ODEs

Liam Hodgkinson, Christopher van der Heide, Fred Roosta, Michael W. Mahoney. Stochastic continuous normalizing flows: training SDEs as ODEs. In Cassio P. de Campos, Marloes H. Maathuis, Erik Quaeghebeur, editors, Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, UAI 2021, Virtual Event, 27-30 July 2021. Volume 161 of Proceedings of Machine Learning Research, pages 1130-1140, AUAI Press, 2021. [doi]

@inproceedings{HodgkinsonHRM21,
  title = {Stochastic continuous normalizing flows: training SDEs as ODEs},
  author = {Liam Hodgkinson and Christopher van der Heide and Fred Roosta and Michael W. Mahoney},
  year = {2021},
  url = {https://proceedings.mlr.press/v161/hodgkinson21a.html},
  researchr = {https://researchr.org/publication/HodgkinsonHRM21},
  cites = {0},
  citedby = {0},
  pages = {1130-1140},
  booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, UAI 2021, Virtual Event, 27-30 July 2021},
  editor = {Cassio P. de Campos and Marloes H. Maathuis and Erik Quaeghebeur},
  volume = {161},
  series = {Proceedings of Machine Learning Research},
  publisher = {AUAI Press},
}