Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness

Haochen Zhang, Jiaheng Guo, Yu-Chao Huang +2

Continuous physiological time series underpin modern clinical monitoring, yet many of the most informative signals are invasive, expensive, or simply unavailable for a given patien…