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Ground truth based comparison of saliency maps algorithms

Deep neural networks (DNNs) have achieved outstanding results in domains such as image processing, computer vision, natural language processing and bioinformatics. In recent years, many methods have been proposed that can provide a visual explanation of decision made by such classifiers. Saliency ma...

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Detalles Bibliográficos
Autores principales: Szczepankiewicz, Karolina, Popowicz, Adam, Charkiewicz, Kamil, Nałęcz-Charkiewicz, Katarzyna, Szczepankiewicz, Michał, Lasota, Sławomir, Zawistowski, Paweł, Radlak, Krystian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10558518/
https://www.ncbi.nlm.nih.gov/pubmed/37803108
http://dx.doi.org/10.1038/s41598-023-42946-w