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Variational Autoencoder for Image-Based Augmentation of Eye-Tracking Data

Over the past decade, deep learning has achieved unprecedented successes in a diversity of application domains, given large-scale datasets. However, particular domains, such as healthcare, inherently suffer from data paucity and imbalance. Moreover, datasets could be largely inaccessible due to priv...

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Detalles Bibliográficos
Autores principales: Elbattah, Mahmoud, Loughnane, Colm, Guérin, Jean-Luc, Carette, Romuald, Cilia, Federica, Dequen, Gilles
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8321343/
https://www.ncbi.nlm.nih.gov/pubmed/34460679
http://dx.doi.org/10.3390/jimaging7050083