2024
DOI: 10.1111/bjop.12732
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Generative neural networks for experimental manipulation: Examining dominance‐trustworthiness face impressions with data‐efficient models

Adam Sobieszek,
Maciej Siemiątkowski,
Kamil K. Imbir

Abstract: An important development in the study of face impressions was the introduction of dominance and trustworthiness as the primary and potentially orthogonal traits judged from faces. We test competing predictions of recent accounts that address evidence against the independence of these judgements. To this end we develop a version of recent ‘deep models of face impressions’ better suited for data‐efficient experimental manipulation. In Study 1 (N = 128) we build impression models using 15 times less ratings per d… Show more

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