AINeutralarXiv – CS AI · 3h ago6/10
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BiasEdit: A Training-Free Bias-Detect-and-Edit Framework for Learning Fair Visual Classifiers
BiasEdit is a new framework that automatically detects and removes social biases from web-sourced image datasets without manual annotation, using vision-language models and text-guided image editing. The method addresses a critical problem in AI where neural networks trained on biased web data perpetuate unfairness in downstream applications like recommendation systems and content moderation.
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