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Analysis of Explainers of Black Box Deep Neural Networks for Computer Vision: A Survey

Deep Learning is a state-of-the-art technique to make inference on extensive or complex data. As a black box model due to their multilayer nonlinear structure, Deep Neural Networks are often criticized as being non-transparent and their predictions not traceable by humans. Furthermore, the models le...

Ausführliche Beschreibung

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Bibliografische Detailangaben
Hauptverfasser: Vanessa Buhrmester, David Münch, Michael Arens
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2021-12-01
Schriftenreihe:Machine Learning and Knowledge Extraction
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Online-Zugang:https://www.mdpi.com/2504-4990/3/4/48
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