Conditional Diffusion Model with Nonlinear Data Transformation for Time Series Forecasting

J. Rishi, Gvs Mothish, Deepak Subramani
2/14/2026

No official code found. Best implementation: quest-lab-iisc/CNDiff (28 stars, last commit 2025-08-14).

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Code Implementations(1)

Official code of the ICML 2025 Paper titled "Conditional Diffusion Model with Nonlinear Data Transformation for Time Series Forecasting" https://openreview.net/forum?id=kcUNMKqrCg

281Shell, PythonAug 14, 20251 years ago

Cite this paper

@article{rishi2026conditional,
  title  = {Conditional Diffusion Model with Nonlinear Data Transformation for Time Series Forecasting},
  author = {J. Rishi and Gvs Mothish and Deepak Subramani},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:7dece2b6ec2f00d8e6fe20978ab3be2d62fb533f},
  journal = {ICML 2025 2025}
}

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