Unconditional flow-based time series generation with equivariance-regularised latent spaces

Camilo Carvajal Reyes, Felipe Tobar

Flow-based models have proven successful for time-series generation, particularly when defined in lower-dimensional latent spaces that enable efficient sampling. However, how to de…