Deep Variational Bayes Filters: Unsupervised Learning of State Space Models from Raw Data

Maximilian Karl, Maximilian Sölch, Justin Bayer, Patrick van der Smagt. Deep Variational Bayes Filters: Unsupervised Learning of State Space Models from Raw Data. In 5th International Conference on Learning Representations, ICLR 2017, Toulon, France, April 24-26, 2017, Conference Track Proceedings. OpenReview.net, 2017. [doi]

@inproceedings{KarlSBS17,
  title = {Deep Variational Bayes Filters: Unsupervised Learning of State Space Models from Raw Data},
  author = {Maximilian Karl and Maximilian Sölch and Justin Bayer and Patrick van der Smagt},
  year = {2017},
  url = {https://openreview.net/forum?id=HyTqHL5xg},
  researchr = {https://researchr.org/publication/KarlSBS17},
  cites = {0},
  citedby = {0},
  booktitle = {5th International Conference on Learning Representations, ICLR 2017, Toulon, France, April 24-26, 2017, Conference Track Proceedings},
  publisher = {OpenReview.net},
}