Transformer-Modulated Diffusion Models for Probabilistic Multivariate Time Series Forecasting

Yuxin Li, Wenchao Chen, Xinyue Hu, Bo Chen, Baolin Sun +1 more
2/12/2026

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@article{li2026transformermodulated,
  title  = {Transformer-Modulated Diffusion Models for Probabilistic Multivariate Time Series Forecasting},
  author = {Yuxin Li and Wenchao Chen and Xinyue Hu and Bo Chen and Baolin Sun and Mingyuan Zhou},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:0cb94863249f65c45e2f0129aa1bb574eedf1f5e},
  journal = {ICLR 2024 2024}
}

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