Edgardo Solano Carrillo

TEDM: Time Series Forecasting with Elucidated Diffusion Models

Score-based generative modeling through differential equations has driven breakthroughs in high-fidelity image synthesis, offering modular model design and efficient sampling. However, this success has not been widely translated to timeseries forecasting yet. This gap stems from the sequential natur…