Psychgan: Advanced Web-Application for Precise Psychological Trait Manipulation in Face Stimuli

Virtual · October 2025

Poster · Methodology

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

Abstract

We present PsychGAN, a web-based application that uses deep learning to precisely manipulate psychological traits in face stimuli without requiring powerful GPUs. Validation studies demonstrated the successful manipulation of all 21 psychological dimensions (while preserving identity of depicted individuals). This tool provides researchers with unprecedented precision in generating experimental stimuli.

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Psychgan: Advanced Web-Application for Precise Psychological Trait Manipulation in Face Stimuli

Abstract

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