Psychgan: Advances In Trait Manipulation of Face Stimuli with Principles of Experimental Design and Neural Networks

Barcelona, Spain · May 2026

Posters · How We Know: Methods, Measurement & Open Science

Adam Sobieszek
University of Warsaw (Uniwersytet Warszawski)
Maciej Siemiątkowski
University of Warsaw (Uniwersytet Warszawski)
Szymon Łukiewicz
University of Warsaw

Abstract

We present results of methodological and validation studies leading to PsychGAN, a web-based app for precise manipulation of traits in face stimuli. Validation studies showed successful manipulation of 21 dimensions of face perception. This tool gives researchers unprecedented precision when generating experimental stimuli.

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Psychgan: Advances In Trait Manipulation of Face Stimuli with Principles of Experimental Design and Neural Networks

Abstract

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