geometric-deep-learning topic

List geometric-deep-learning repositories
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DEVIANT

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[ECCV 2022] Official PyTorch Code of DEVIANT: Depth Equivariant Network for Monocular 3D Object Detection

GNNs-in-Network-Neuroscience

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A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.

overlapping-community-detection

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Implementation of "Overlapping Community Detection with Graph Neural Networks"

hsn

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Code for SIGGRAPH paper CNNs on Surfaces using Rotation-Equivariant Features

deltaconv

135
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Code for the SIGGRAPH 2022 paper "DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds."

SGL

130
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A scalable graph learning toolkit for extremely large graph datasets. (WWW'22, 🏆 Best Student Paper Award)

SurfaceNetworks

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Source code for CVPR 2018 Oral paper "Surface Networks"

himp-gnn

73
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5
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Hierarchical Inter-Message Passing for Learning on Molecular Graphs

KPConv.pytorch

64
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PyTorch reimplementation for "KPConv: Flexible and Deformable Convolution for Point Clouds" https://arxiv.org/abs/1904.08889

MultiGraphGAN

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MultiGraphGAN for predicting multiple target graphs from a source graph using geometric deep learning.