research
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06/02/2020
Geometric Graph Representations and Geometric Graph Convolutions for Deep Learning on Three-Dimensional (3D) Graphs
The geometry of three-dimensional (3D) graphs, consisting of nodes and e...
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08/22/2019
Tiered Graph Autoencoders with PyTorch Geometric for Molecular Graphs
Tiered latent representations and latent spaces for molecular graphs pro...
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12/26/2018
Latent Variable Modeling for Generative Concept Representations and Deep Generative Models
Latent representations are the essence of deep generative models and det...
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06/05/2018