TimeVAE

New L-GTA model enhances time series data augmentation

Researchers have developed L-GTA, a novel latent generative model for time series data augmentation. This model, built on a Variational Autoencoder with a Bi-LSTM backbone and temporal self-attention, learns latent repr…