ODE2VAE: Deep generative second order ODEs
      with Bayesian neural networks

        Cagatay Yldz1 , Markus Heinonen1,2 , Harri Lahdesmaki1
               Department of Computer Science
               Aalto University, Finland, FI-00076
     {cagatay.yildiz, markus.o.heinonen, harri.lahdesmaki}@aalto.fi

                       Abstract
     We present Ordinary Differential Equation Variational Auto-Encoder (ODE2 VAE),
     a latent second order ODE model for high-dimensional sequential  ...