Generative Model via Quantile Assignment

Georgi Hrusanov, Oliver Y. Chén, Julien S. Bodelet

Deep Generative models (DGMs) play two key roles in modern machine learning: (i) producing new information (e.g., image synthesis) and (ii) reducing dimensionality. However, tradit…