Reciprocal GAN through Characteristic Functions (RCF-GAN). This efficient reciprocal CF GAN (RCF-GAN) structure, uses only two modules and a simple training strategy to achieve the state-of-the-art bi-directional generation.  Experiments demonstrate the superior performance of RCF-GAN on both regular (images) and irregular (graph) domains.
RCF-GAN