Search results with tag "Introduction to generative adversarial networks"

Introduction to Generative Adversarial Networks

then show in section 4.2 that Algorithm 1 optimizes Eq 1, thus obtaining the desired result. 3 Data Model distribution Optimal D(x) for any pdata(x) and pmodel(x) is always z x Discriminator Estimating this ratio using supervised learning is the key approximation mechanism used by …

  Introduction, Network, Algorithm, Adversarial, Generative, Approximation, Introduction to generative adversarial networks