A repository containing all about the Graph Attention Networks (GATs).
The original paper introducing the architecture of the GATs:
Graph Attention Networks (Veličković et al., ICLR 2018)
There is a recently published paper that provides a new version of this architecture (GATv2) with dynamic attention.
How Attentive are Graph Attention Networks? (Brody et al., arXiv 2021)
I recently introduced the original GAT architecture to my coursemates in the Deep Learning course (spring 2021) at IUST. The presentation file of this talk is available in the repository.
Videos:
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Graph Attention Networks (GAT) | GNN Paper Explained by The AI Epiphany
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Graph Attention Network Project Walkthrough by The AI Epiphany
Codes:
Blog posts: