Disentangling Disentanglement in Variational Autoencoders

Emile Mathieu, Tom Rainforth, N. Siddharth, Yee Whye Teh. Disentangling Disentanglement in Variational Autoencoders. In Kamalika Chaudhuri, Ruslan Salakhutdinov, editors, Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA. Volume 97 of Proceedings of Machine Learning Research, pages 4402-4412, PMLR, 2019. [doi]

@inproceedings{MathieuRST19,
  title = {Disentangling Disentanglement in Variational Autoencoders},
  author = {Emile Mathieu and Tom Rainforth and N. Siddharth and Yee Whye Teh},
  year = {2019},
  url = {http://proceedings.mlr.press/v97/mathieu19a.html},
  researchr = {https://researchr.org/publication/MathieuRST19},
  cites = {0},
  citedby = {0},
  pages = {4402-4412},
  booktitle = {Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA},
  editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov},
  volume = {97},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}