Zidang Cai

Dual Trajectory Revised Diffusion Model for Time Series Forecasting

Diffusion models have exhibited state-of-the-art performance in generative tasks across various domains. A few recent works leveraged the powerful modeling ability of the diffusion model to time-series forecasting, leading to a significant breakthrough. However, all these works perform the forecasti…