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A study on the clusterability of latent representations in image pipelines

Latent representations are a necessary component of cognitive artificial intelligence (AI) systems. Here, we investigate the performance of various sequential clustering algorithms on latent representations generated by autoencoder and convolutional neural network (CNN) models. We also introduce a n...

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Detalles Bibliográficos
Autores principales: Wheeldon, Adrian, Serb, Alexander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9978803/
https://www.ncbi.nlm.nih.gov/pubmed/36873564
http://dx.doi.org/10.3389/fninf.2023.1074653