Is facial beauty in the eyes? A multi-method approach to interpreting facial beauty prediction in machine learning models

Abstract Despite advances in facial beauty prediction, how specific facial regions contribute to perceptions of attractiveness remains largely unexplored, highlighting a critical interpretability gap in this domain. This study addresses the interpretability gap in facial beauty prediction (FBP) mode...

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Auteurs principaux:	Ahmed Aman Ibrahim, Noah Hassan Ugail, Hassan Ugail
Format:	Artigo
Langue:	Inglês
Publié:	Springer 2025-02-01
Collection:	Discover Artificial Intelligence
Sujets:	Facial beauty prediction Interpretability Permutation feature importance XRAI Convolutional neural networks
Accès en ligne:	https://doi.org/10.1007/s44163-025-00226-8
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