@misc{dl3-c04-1,
  title = {Time2Vec: Learning a Vector Representation of Time},
  author = {Seyed Mehran Kazemi and Rishab Goel and Sepehr Eghbali and Janahan Ramanan and Jaspreet Sahota and Sanjay Thakur and Stella Wu and Cathal Smyth and Pascal Poupart and Marcus Brubaker},
  year = {2019},
  url = {https://arxiv.org/abs/1907.05321},
  howpublished = {arXiv author manuscript},
  archivePrefix = {arXiv},
  eprint = {1907.05321},
  note = {Cited author-manuscript edition; peer review is not inferred from arXiv}
}

@misc{dl3-c04-2,
  title = {Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting},
  author = {Bryan Lim and Sercan O. Arik and Nicolas Loeff and Tomas Pfister},
  year = {2019},
  url = {https://arxiv.org/abs/1912.09363},
  howpublished = {arXiv author manuscript},
  archivePrefix = {arXiv},
  eprint = {1912.09363},
  note = {Cited author-manuscript edition; peer review is not inferred from arXiv}
}

@misc{dl3-c04-3,
  title = {Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting},
  author = {Haoyi Zhou and Shanghang Zhang and Jieqi Peng and Shuai Zhang and Jianxin Li and Hui Xiong and Wancai Zhang},
  year = {2020},
  url = {https://arxiv.org/abs/2012.07436},
  howpublished = {arXiv author manuscript},
  archivePrefix = {arXiv},
  eprint = {2012.07436},
  note = {Cited author-manuscript edition; peer review is not inferred from arXiv}
}

@misc{dl3-c04-4,
  title = {Are Transformers Effective for Time Series Forecasting?},
  author = {Ailing Zeng and Muxi Chen and Lei Zhang and Qiang Xu},
  year = {2022},
  url = {https://arxiv.org/abs/2205.13504},
  howpublished = {arXiv author manuscript},
  archivePrefix = {arXiv},
  eprint = {2205.13504},
  note = {Cited author-manuscript edition; peer review is not inferred from arXiv}
}

@misc{dl3-c04-5,
  title = {A Time Series is Worth 64 Words: Long-term Forecasting with Transformers},
  author = {Yuqi Nie and Nam H. Nguyen and Phanwadee Sinthong and Jayant Kalagnanam},
  year = {2022},
  url = {https://arxiv.org/abs/2211.14730},
  howpublished = {arXiv author manuscript},
  archivePrefix = {arXiv},
  eprint = {2211.14730},
  note = {Cited author-manuscript edition; peer review is not inferred from arXiv}
}

@misc{dl3-c04-6,
  title = {DeepAR: Probabilistic Forecasting with Autoregressive Recurrent Networks},
  author = {David Salinas and Valentin Flunkert and Jan Gasthaus},
  year = {2017},
  url = {https://arxiv.org/abs/1704.04110},
  howpublished = {arXiv author manuscript},
  archivePrefix = {arXiv},
  eprint = {1704.04110},
  note = {Cited author-manuscript edition; peer review is not inferred from arXiv}
}