Why Gaussian latent variable (noise) for GAN?
begingroup$ Why people often choose the input to a GAN (z) to be samples from a Gaussian? Generally, for two reasons: (1) mathematical simplicity, (2) working well enough in practice. However, as we explain, under additional assumptions the choice of Gaussian could be more justified. Compare to uniform distribution.