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Aesthetics and neural network image representations

We analyze the spaces of images encoded by generative neural networks of the BigGAN architecture. We find that generic multiplicative perturbations of neural network parameters away from the photo-realistic point often lead to networks generating images which appear as “artistic renditions” of the c...

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Detalles Bibliográficos
Autor principal: Janik, Romuald A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10349859/
https://www.ncbi.nlm.nih.gov/pubmed/37454170
http://dx.doi.org/10.1038/s41598-023-38443-9