@article{forecastingwhentoforecastacceleratingdif,
  title = {Forecasting When to Forecast: Accelerating Diffusion Models with Confidence-Gated Taylor},
  author = {Xiaoliu Guan and Lielin Jiang and Hanqi Chen and Xu Zhang and Jiaxing Yan and Guanzhong Wang and Yi Liu and Zetao Zhang and Yu Wu},
  year = {2025},
  eprint = {2508.02240},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2508.02240},
}