Considering how machine-learning algorithms (re)produce social biases in generated faces

Abstract excerpt

<p>Advances in computer science–specifically in the development and use of generative machine learning–have provided powerful new tools for psychologists to create synthetic human faces as stimuli, which ultimately provide high-quality photorealistic face images that have many advantages, including avoiding ethical and privacy concerns and generating face images from minoritized communities that are typically unde...

Topics

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• Algorithms
• Child
• Child, Preschool
• Face
• Image Processing, Computer-Assisted
• Infant
• Infant, Newborn
• Machine Learning

Identifiers and source

Literature Corpus work

ada336ab-1446-5e88-8ced-bad97c4c00f0

DOI

10.31234/osf.io/nh9qm