118 citations · 147 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 29 cited
Learning Neural Generative Dynamics for Molecular Conformation Generation
Minkai Xu, Shitong Luo, Yoshua Bengio +2
We study how to generate molecule conformations (i.e., 3D structures) from a molecular graph. Traditional methods, such as molecular dynamics, sample conformations via computationa…
cs.CV2020★ 118 cited
Differentiable Manifold Reconstruction for Point Cloud Denoising
Shitong Luo, Wei Hu
3D point clouds are often perturbed by noise due to the inherent limitation of acquisition equipments, which obstructs downstream tasks such as surface reconstruction, rendering an…