Quantile-Guided Diffusion for Probabilistic Time-Series Forecasting

Shadi Omari, Bashar Khoury, Assaf Schuster

Quantile forecasts summarize uncertainty at each future time step, while diffusion forecasters represent it through sampled future trajectories. We study how predicted quantiles ca…