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Update README.md
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lixus7 authored Jun 4, 2024
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Expand Up @@ -99,7 +99,7 @@ To reduce repetition, some data are in abbreviated form. Some terms may not repr
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| Paper Nums:100+ | <img width=150/> | <img width=220/> | | | <img width=300/> |
| Multivariable | Electricity <br> PEMSD7M <br> BikeNYC <br> [TimesNet_data](https://github.com/thuml/Time-Series-Library) | SCNN | [Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series Forecasting](https://ieeexplore.ieee.org/document/10457027) | [Pytorch](https://github.com/JLDeng/SCNN) <br>![Stars](https://img.shields.io/github/stars/JLDeng/SCNN?color=critical&style=social) <br>![Forks](https://img.shields.io/github/forks/JLDeng/SCNN?color=critical&style=social) | TKDE 2024
| Multivariable | ETT <br> Weather <br> Electricity | OneNet (Framework, <br> Fourier Features, <br> Meta-optimization)| [OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online Ensembling](https://proceedings.neurips.cc/paper_files/paper/2023/hash/dd6a47bc0aad6f34aa5e77706d90cdc4-Abstract-Conference.html) | [Pytorch](https://github.com/yfzhang114/OneNet) <br>![Stars](https://img.shields.io/github/stars/yfzhang114/OneNet?color=critical&style=social) <br>![Forks](https://img.shields.io/github/forks/yfzhang114/OneNet?color=critical&style=social) | NIPS 2023
| Multivariable | ETT <br> Weather <br> Electricity | OneNet | [OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online Ensembling](https://proceedings.neurips.cc/paper_files/paper/2023/hash/dd6a47bc0aad6f34aa5e77706d90cdc4-Abstract-Conference.html) | [Pytorch](https://github.com/yfzhang114/OneNet) <br>![Stars](https://img.shields.io/github/stars/yfzhang114/OneNet?color=critical&style=social) <br>![Forks](https://img.shields.io/github/forks/yfzhang114/OneNet?color=critical&style=social) | NIPS 2023
| Multivariable | ETT <br> Electricity <br> Exchange <br> Traffic <br> Weather <br> ILI | DeepTime (Framework, <br> Fourier Features, <br> Meta-optimization)| [ Learning Deep Time-index Models for Time Series Forecasting](https://openreview.net/forum?id=pgcfCCNQXO) | [Pytorch](https://github.com/salesforce/DeepTime) <br>![Stars](https://img.shields.io/github/stars/salesforce/DeepTime?color=critical&style=social) <br>![Forks](https://img.shields.io/github/forks/salesforce/DeepTime?color=critical&style=social) | ICML 2023
| Multivariable | Synthetic <br> Taxi <br> Electricity <br> Traffic | FeatureP (Feature Enhancement) | [Feature Programming for Multivariate Time Series Prediction](https://openreview.net/forum?id=LVARH5wXM9) | [Pytorch](https://github.com/SirAlex900/FeatureProgramming) <br>![Stars](https://img.shields.io/github/stars/SirAlex900/FeatureProgramming?color=critical&style=social) <br>![Forks](https://img.shields.io/github/forks/SirAlex900/FeatureProgramming?color=critical&style=social) | ICML 2023
| Multivariable | NorPool <br> Caiso <br> Weather <br> ETT <br> Wind <br> Traffic <br> Electricity <br> Exchange | TimeDiff | [Non-autoregressive Conditional Diffusion Models for Time Series Prediction](https://openreview.net/forum?id=wZsnZkviro) | None| ICML 2023
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