David K. Duvenaud
(2 articles)
2017
GAT
Graph Attention Network
Graph Attention Network
Type of neural network that applies attention mechanisms directly to graphs to dynamically prioritize information from different nodes in the graph.
Generality: 625
2020
Geometry-Informed Neural Networks
Models that integrate geometric information into neural network architectures to enhance their ability to learn and represent complex, structured data.
Generality: 500