Comprehensive Survey on Diffusion Models for Time Series and Spatio-Temporal Data Analysis

Diffusion models have emerged as a powerful framework for modeling complex temporal data, enabling effective generation, forecasting, imputation, and anomaly detection across a wide range of applications.