On Evaluation Metrics for Graph Generative Models

1 code implementation • ICLR 2022 • Rylee Thompson, Boris Knyazev, Elahe Ghalebi, Jungtaek Kim, Graham W. Taylor

While we focus on applying these metrics to GGM evaluation, in practice this enables the ability to easily compute the dissimilarity between any two sets of graphs regardless of domain.

Computational Efficiency Image Generation +1

Building LEGO Using Deep Generative Models of Graphs

1 code implementation • 21 Dec 2020 • Rylee Thompson, Elahe Ghalebi, Terrance DeVries, Graham W. Taylor

Generative models are now used to create a variety of high-quality digital artifacts.