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

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, addressing gaps in existing research...

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Bibliographic Details
Main Authors: Wala Elsharif, Mahmood Alzubaidi, Marco Agus
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11071263/
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