Differencing the Diffusion Trajectory toward Uncertain Components for Time Series Forecasting

Chen Su, Yuanhe Tian, Yan Song

Diffusion models have become a widely used framework for probabilistic time series forecasting, modeling the distribution of future values given an observed history. In time series…