DiffPTS: Rethinking Diffusion ELBO for Probabilistic Time Series Forecasting.

arXiv:2609.32363v2 Announce Type: replace-cross Abstract: Probabilistic time series forecasting requires modeling and predicting complex and time-varying distributions. Recently, Denoising Diffusion Probabilistic Model (DDPM)-based approaches have shown promis