An MCMC framework enforces empirical transition laws on GAN outputs to reduce temporal drift in synthetic multivariate time series.
Medical multivariate time series imputation and forecasting based on a recurrent conditional Wasserstein GAN and attention.Journal of biomedical informatics, 139:104320
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Preserving Temporal Dynamics in Time Series Generation
An MCMC framework enforces empirical transition laws on GAN outputs to reduce temporal drift in synthetic multivariate time series.