Which Training Methods for GANs do actually Converge?

Lars M. Mescheder, Andreas Geiger, Sebastian Nowozin. Which Training Methods for GANs do actually Converge?. In Jennifer G. Dy, Andreas Krause 0001, editors, Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018. Volume 80 of JMLR Workshop and Conference Proceedings, pages 3478-3487, JMLR.org, 2018. [doi]

@inproceedings{MeschederGN18,
  title = {Which Training Methods for GANs do actually Converge?},
  author = {Lars M. Mescheder and Andreas Geiger and Sebastian Nowozin},
  year = {2018},
  url = {http://proceedings.mlr.press/v80/mescheder18a.html},
  researchr = {https://researchr.org/publication/MeschederGN18},
  cites = {0},
  citedby = {0},
  pages = {3478-3487},
  booktitle = {Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018},
  editor = {Jennifer G. Dy and Andreas Krause 0001},
  volume = {80},
  series = {JMLR Workshop and Conference Proceedings},
  publisher = {JMLR.org},
}