Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: oversmoothing
VITA-Group/Diverse-ViT
[CVPR 2022] "The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy" by Tianlong Chen, Zhenyu Zhang, Yu Cheng, Ahmed Awadallah, Zhangyang Wang
Language: Python - Size: 173 KB - Last synced: about 2 months ago - Pushed: about 2 years ago - Stars: 24 - Forks: 3
VITA-Group/ViT-Anti-Oversmoothing
[ICLR 2022] "Anti-Oversmoothing in Deep Vision Transformers via the Fourier Domain Analysis: From Theory to Practice" by Peihao Wang, Wenqing Zheng, Tianlong Chen, Zhangyang Wang
Language: Python - Size: 281 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 62 - Forks: 7
ycq091044/GCN-Oversmooth
Complete codebase and datasets for "revisiting oversmoothing in deep gcns"
Language: Jupyter Notebook - Size: 38.6 MB - Last synced: 3 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0
YeskendirK/Reducing-Oversmoothing
Source code accompanying the paper "Reducing Over-smoothing in Graph Neural Networks Using Relational Embeddings" published in DLG-AAAI’23
Language: Python - Size: 12.7 KB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0
tk-rusch/GraphCON
GraphCON (ICML 2022)
Language: Python - Size: 1000 KB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 40 - Forks: 7
tk-rusch/gradientgating
Gradient gating (ICLR 2023)
Language: Python - Size: 241 KB - Last synced: 11 months ago - Pushed: about 1 year ago - Stars: 33 - Forks: 2
SirArthur7/GCN-ISI-Summer-School
ISI 7th Summer School Project on implementing 2-layer GCN on CORA, CiteSeer, PubMed datasets, using PyTorch, and analyzing Oversmoothing by going deep upto 1024 layers
Language: Jupyter Notebook - Size: 8.88 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 2 - Forks: 0
camille-004/gnn-long-range
Exploring and visualizing limitations of message-passing paradigm for GNNs. 📉
Language: TeX - Size: 3.76 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0
xnuohz/DeeperGCN-dgl
A DGL implementation of "DeeperGCN: All You Need to Train Deeper GCNs".
Language: Python - Size: 66.4 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 3 - Forks: 1
