$G^3$: Representation Learning and Generation for Geometric Graphs

no code implementations • 29 Sep 2021 • Han Huang, Stefan C Schonsheck, Rongjie Lai, Jie Chen

A geometric graph is a graph equipped with geometric information (i. e., node coordinates).

Drug Discovery Molecular Property Prediction +2

Unsupervised Geometric Disentanglement via CFAN-VAE

no code implementations • ICLR Workshop GTRL 2021 • Norman Joseph Tatro, Stefan C Schonsheck, Rongjie Lai

Geometric disentanglement, the separation of latent codes for intrinsic (i. e. identity) and extrinsic (i. e. pose) geometry, is a prominent task for generative models of non-Euclidean data such as 3D deformable models.

Disentanglement Pose Transfer