Deep Generative Models: Complexity, Dimensionality, and Approximation

Kevin Wang, Hongqian Niu, Yixin Wang +1

Generative networks have shown remarkable success in learning complex data distributions, particularly in generating high-dimensional data from lower-dimensional inputs. While this…