Optimal Transport, Deep Learning, Computational Geometry, Probability Distributions, Convex Optimization.
cause problem, for example, what if our input point lies in the gap area of latent space? Then the model has no way of telling which distribution it comes from and will generate a very poor result. Let’s show this issue with a concrete example: the MNIST digit data set. Use GAN, we can generate