Zhibin Duan

Treating Brain-inspired Memories as Priors for Diffusion Model to Forecast Multivariate Time Series

2024 · arXiv (Cornell University)

Forecasting Multivariate Time Series (MTS) involves significant challenges in various application domains. One immediate challenge is modeling temporal patterns with the finite length of the input. These temporal patterns usually involve periodic and sudden events …