2024
Transformer-Modulated Diffusion Models for Probabilistic Multivariate Time Series Forecasting
ICLR 2024poster
Transformers have gained widespread usage in multivariate time series (MTS) forecasting, delivering impressive performance. Nonetheless, these existing transformer-based methods often neglect an essential aspect: the incorporation of uncertainty into the predicted series, which holds significant val…