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Interpreting the decisions of CNNs via influence functions

An understanding of deep neural network decisions is based on the interpretability of model, which provides explanations that are understandable to human beings and helps avoid biases in model predictions. This study investigates and interprets the model output based on images from the training data...

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Detalles Bibliográficos
Autores principales: Aamir, Aisha, Tamosiunaite, Minija, Wörgötter, Florentin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10410673/
https://www.ncbi.nlm.nih.gov/pubmed/37564901
http://dx.doi.org/10.3389/fncom.2023.1172883