mirror of
https://github.com/amazon-science/chronos-forecasting
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32 lines
1.4 KiB
Markdown
32 lines
1.4 KiB
Markdown
<div align="center">
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# Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization
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[](https://arxiv.org/abs/2412.05244)
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[](https://opensource.org/licenses/Apache-2.0)
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</div>
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> [!NOTE]
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> ~~Code coming soon~~. Code release for WaveToken has been deprioritized due to other engagements. If you are interested in a reference implementation of WaveToken, please open a discussion in this repo.
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## 📝 Citation
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If you find the code useful for your research, please consider citing the associated [paper](https://arxiv.org/abs/2412.05244):
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```
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@InProceedings{masserano2024enhancing,
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title={Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization},
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author={Masserano, Luca and Ansari, Abdul Fatir and Han, Boran and Zhang, Xiyuan and Faloutsos, Christos and Mahoney, Michael W and Wilson, Andrew Gordon and Park, Youngsuk and Rangapuram, Syama and Maddix, Danielle C and and Wang, Yuyang},
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booktitle = {Proceedings of the 40th International Conference on Machine Learning},
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year={2025}
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}
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```
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## 🛡️ Security
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See [CONTRIBUTING](CONTRIBUTING.md#security-issue-notifications) for more information.
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## 📃 License
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This project is licensed under the Apache-2.0 License.
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