100 citations · 266 across the 9 of their papers we have counts for
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cs.CV2023★ 1 cited
Rotation-Invariant Random Features Provide a Strong Baseline for Machine Learning on 3D Point Clouds
Owen Melia, Eric Jonas, Rebecca Willett
Rotational invariance is a popular inductive bias used by many fields in machine learning, such as computer vision and machine learning for quantum chemistry. Rotation-invariant ma…
physics.chem-ph2023★ 2 cited
Von Mises Mixture Distributions for Molecular Conformation Generation
Kirk Swanson, Jake Williams, Eric Jonas
Molecules are frequently represented as graphs, but the underlying 3D molecular geometry (the locations of the atoms) ultimately determines most molecular properties. However, most…