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Ground truth based comparison of saliency maps algorithms

Abstract 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. Sa...

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Auteurs principaux: Karolina Szczepankiewicz, Adam Popowicz, Kamil Charkiewicz, Katarzyna Nałęcz-Charkiewicz, Michał Szczepankiewicz, Sławomir Lasota, Paweł Zawistowski, Krystian Radlak
Format: Artigo
Langue:Inglês
Publié: Nature Portfolio 2023-10-01
Collection:Scientific Reports
Accès en ligne:https://doi.org/10.1038/s41598-023-42946-w
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