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When Cultures Move: Measuring and Improving Multicultural Text-to-Video Generation

Li, Shuowei et al.
arXiv (All) · Papers
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artificial-intelligencecomputer-vision-and-pattern-recognition
Text-to-video (T2V) generation has rapidly progressed in visual fidelity, yet its ability to faithfully represent multiple cultures within a single prompt remains underexplored. We introduce MAVEN, a multi-agent prompt refinement framework designed to improve cultural fidelity in both mono-cultural
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