Discrete Object Generation with Reversible Inductive Construction

Ari Seff, Wenda Zhou, Farhan Damani, Abigail Doyle, Ryan P. Adams

Neural Information Processing Systems 

The success of generative modeling in continuous domains has led to a surge of interest in generating discrete data such as molecules, source code, and graphs.