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Multidimensional Face Representation in a Deep Convolutional Neural Network Reveals the Mechanism Underlying AI Racism

The increasingly popular application of AI runs the risk of amplifying social bias, such as classifying non-white faces as animals. Recent research has largely attributed this bias to the training data implemented. However, the underlying mechanism is poorly understood; therefore, strategies to rect...

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Detalhes bibliográficos
Publicado no:Front Comput Neurosci
Main Authors: Tian, Jinhua, Xie, Hailun, Hu, Siyuan, Liu, Jia
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7987832/
https://ncbi.nlm.nih.gov/pubmed/33776675
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fncom.2021.620281
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