Machine Learning, Deep Learning, Generative Model, Adversarial Network, Autoencoder.
D_KL[Q(z|X)‖P(z)], where the solution of the second is shown above. Hence, our loss function will contain two terms. First one is reconstruction loss of the input to output and the second loss is KL-divergence term. Now we can train the network using backpropagation algorithm. But there is a