Topology preserving maps as aggregations for Graph Convolutional Neural Networks.

Paolo Frazzetto Luca Pasa Nicolò Navarin Alessandro Sperduti

Published in: SAC (2023)

Keyphrases

topology preserving
convolutional neural networks
topology preservation
competitive learning
binary images
self organizing maps
level set method
geometric deformable models
elastic net
deformation field
neural network
data sets
clustering algorithm
sufficient conditions
thinning algorithm