Machine Learning, Artificial Intelligence, Geometric Deep Learning, Drug Discovery, Editors Pick.
~ p(x,h | c, M). Experimentally, EDM outperforms normalizing flow- and VAE-based approaches by a large margin in terms of achieved negative log-likelihood, molecule stability, and uniqueness. Ablations demonstrate that an equivariant GNN encoder is crucial as replacing it with a standard MPNN leads