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arXiv — cs.AI

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Traversing the Satisfaction-Diversity Frontier in Text-to-Image Diffusion

Text-to-image generation enables users to explore several images generated from the same prompt. For these generated images to be useful, each one must reflect the user's preferences, measured by a learned reward, and differ visually from the others to maintain diversity.…

arXiv — cs.AIBy: Kevin Zhai, Siva Rajesh Kasa, Soumya Roy, Sumit Negi, Mubarak ShahOctober 5, 2026 (Oct 5)
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AI Summary & Key Takeaways

  • Text-to-image generation enables users to explore several images generated from the same prompt
  • For these generated images to be useful, each one must reflect the user's preferences, measured by a learned reward, and differ visually from the others to maintain diversity.…
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Traversing the Satisfaction-Diversity Frontier in Text-to-Image Diffusion

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