Machine Learning, Deep Learning, Generative Model, Adversarial Network, Autoencoder.
probability distribution of latent variables z is denoted by P(z). A Gaussian distribution is selected as a prior to learn the distribution P(z) so as to easily sample new data points during inference time. Now the primary objective is to model the data with some parameters which maximizes the