deep-gcns

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lightaime / deep_gcns_torch

Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org

data-mining bioinformatics computer-vision deep-learning cheminformatics social-network pytorch 3d-point-clouds graph-convolutional-networks science-research geometric-deep-learning graph-neural-networks deep-gcns

Updated Jul 31, 2022
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lightaime / deep_gcns

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Tensorflow Repo for "DeepGCNs: Can GCNs Go as Deep as CNNs?" ICCV2019 Oral https://www.deepgcns.org

3d-point-clouds geometric-deep-learning graph-neural-networks deep-gcns

Updated Jan 23, 2020
Python

lightaime / sgas

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SGAS: Sequential Greedy Architecture Search (CVPR'2020) https://www.deepgcns.org/auto/sgas

bioinformatics computer-vision 3d-point-clouds automl neural-architecture-search geometric-deep-learning graph-neural-networks deep-gcns

Updated Jun 5, 2021
Python

VITA-Group / GradientGCN

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[NeurIPS 2022] Old can be Gold: Better Gradient Flow can Make Vanilla-GCNs Great Again by Ajay Jaiswal*, Peihao Wang*, Tianlong Chen, Justin F Rousseau, Ying Ding, Zhangyang Wang

gradient-flow initialization graph-neural-networks deep-gcns

Updated Nov 25, 2022
Python

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deep-gcns

Here are 4 public repositories matching this topic...

lightaime / deep_gcns_torch

lightaime / deep_gcns

lightaime / sgas

VITA-Group / GradientGCN

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