Optimal Transport, Deep Learning, Computational Geometry, Probability Distributions, Convex Optimization.
non-continuous and has large gaps. What would happen if we just use this 2-dimensional space as latent space to generate digit image? There are clearly many ambiguous outputs and some of them are not recognizeable. No wonder the discriminator is not fooled and easily catches the “fake” ones.