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Time-series Generative Adversarial Networks

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Authors: Jinsung Yoon, Daniel Jarrett, Mihaela van der Schaar
Year: 2021
Journal: NeurIPS
DOI: 10.48550/arXiv.1909.13473
Publisher: https://papers.nips.cc/paper/2019/hash/c9efe5f26cd17ba6216bbe2a7d26d490-Abstract.html

Keywords: time-gan, generative

Abstract

We present TimeGAN for time series generation.

Cite this paper

bibtex
@misc{timegan2021,
  title  = {Time-series Generative Adversarial Networks},
  author = {Jinsung Yoon, Daniel Jarrett, Mihaela van der Schaar},
  year   = {2021},
  journal = {NeurIPS},
  doi    = {10.48550/arXiv.1909.13473},
  url    = {https://doi.org/10.48550/arXiv.1909.13473},
}

Source files

Released under the MIT License.