Cultural Bias in Text-to-Image Models: A Systematic Review of Bias Identification, Evaluation, and Mitigation Strategies

<p dir="ltr">Despite their continuous advancements, text-to-image (TTI) models often reflect and reinforce cultural biases, perpetuating stereotypes often inherent in their training data. This systematic review critically examines cultural bias in text-to-image (TTI) models, addressi...

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Bibliographic Details
Main Author:	Wala Elsharif (22828082) (author)
Other Authors:	Mahmood Alzubaidi (15740693) (author), Marco Agus (8032898) (author)
Published:	2025
Subjects:	Information and computing sciences Artificial intelligence Computer vision and multimedia computation Philosophy and religious studies Applied ethics AI ethics AI fairness bias evaluation bias mitigation CLIP cultural bias generative AI gender bias prompt engineering racial bias responsible AI text-to-image models
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Cultural Bias in Text-to-Image Models: A Systematic Review of Bias Identification, Evaluation, and Mitigation Strategies

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