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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
MIT License
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DeeperGCNs on 3D Point Clouds #60

Open chaitjo opened 3 years ago

chaitjo commented 3 years ago

Hi, thanks for releasing this comprehensive codebase combining both DeepGCNs paper and DeeperGCNs paper. I was wondering whether you have experimented with the architectural advancements from DeeperGCNs on the 3D point cloud tasks presented in DeepGCNs? Do the new generalized aggregators, message norm, etc. improve performance for 3D point cloud tasks, too?

lightaime commented 3 years ago

Hi @chaitjo. Thanks for your suggestion. We have not tried the proposed methods of DeeperGCN on 3D yet since for 3D point cloud tasks such as s3dis require longer training time and larger GPU memory. But it is in our plan. I would let you know once we get any results.

chaitjo commented 3 years ago

Thanks, do keep me in the loop!