Search results with tag "Time series generative adversarial networks"

Time-series Generative Adversarial Networks - NeurIPS

forecasting, this approach is fundamentally deterministic, and is not truly generative in the sense that ... TimeGAN is a generative time-series model, trained adversarially and jointly via a learned embedding space with both supervised and unsupervised losses. As such, our approach straddles the intersection ...

  Series, Network, Model, Time, Forecasting, Adversarial, Generative, Series models, Time series generative adversarial networks