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Deep Graph Mapper: Seeing Graphs Through the Neural Lens

Graph summarization has received much attention lately, with various works tackling the challenge of defining pooling operators on data regions with arbitrary structures. These contrast the grid-like ones encountered in image inputs, where techniques such as max-pooling have been enough to show empi...

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Detalles Bibliográficos
Autores principales: Bodnar, Cristian, Cangea, Cătălina, Liò, Pietro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8285761/
https://www.ncbi.nlm.nih.gov/pubmed/34282408
http://dx.doi.org/10.3389/fdata.2021.680535