Generative Adversarial Networks for Markovian Temporal Dynamics:
            Stochastic Continuous Data Generation

                  Sung Woo Park 1 Dong Wook Shu 1 Junseok Kwon 1

             Abstract                 probability distribution Xt  pt , which has the following
                                  formulation:
    In this paper, we present a novel generative adver-
    sarial network (GAN) that can describe Marko-         dXtx = f (Xt , t, θ)dt + Σ(Xt , θ)dWt ,    x  pt=0 , (1)
   ...