Causal Time Series Generation via Diffusion Models

Yutong Xia, Chang Xu, Yuxuan Liang +4

Time series generation (TSG) synthesizes realistic sequences and has achieved remarkable success. Among TSG, conditional models generate sequences given observed covariates, howeve…