no code implementations • 31 Jan 2021 • Stephanie Ger, Diego Klabjan, Jean Utke
Many models such as Long Short Term Memory (LSTMs), Gated Recurrent Units (GRUs) and transformers have been developed to classify time series data with the assumption that events in a sequence are ordered.
1 code implementation • 8 Jan 2019 • Stephanie Ger, Yegna Subramanian Jambunath, Diego Klabjan
In addition to the medical device dataset, we also evaluate the GAN-AE performance on two additional datasets and demonstrate the application of GAN-AE to a sequence-to-sequence task where both synthetic sequence inputs and sequence outputs must be generated.