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Variational Autoencoders with Riemannian Brownian Motion Priors

2020

Conference Paper

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Author(s): Kalatzis, D. and Eklund, D. and Arvanitidis, G. and Hauberg, Søren
Book Title: Proceedings of the 37th International Conference on Machine Learning (ICML)
Volume: 119
Pages: 5053--5066
Year: 2020
Month: July

Series: Proceedings of Machine Learning Research
Editors: Hal Daumé III and Aarti Singh
Publisher: PMLR

Department(s): Empirische Inferenz
Research Project(s): Differential Geometry for Representation Learning
Bibtex Type: Conference Paper (conference)

Event Place: Virtual Conference

State: Published
URL: http://proceedings.mlr.press/v119/kalatzis20a/kalatzis20a.pdf

BibTex

@conference{KalEklArvHau20,
  title = {Variational Autoencoders with Riemannian Brownian Motion Priors},
  author = {Kalatzis, D. and Eklund, D. and Arvanitidis, G. and Hauberg, S\o ren},
  booktitle = {Proceedings of the 37th International Conference on Machine Learning (ICML)},
  volume = {119},
  pages = {5053--5066},
  series = {Proceedings of Machine Learning Research},
  editors = {Hal Daumé III and Aarti Singh},
  publisher = {PMLR},
  month = jul,
  year = {2020},
  doi = {},
  url = {http://proceedings.mlr.press/v119/kalatzis20a/kalatzis20a.pdf},
  month_numeric = {7}
}