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

> Толық мәтін ағылшын тілінде

**Published:** 2026 ж. 5 қазан
**Author:** Kevin Zhai, Siva Rajesh Kasa, Soumya Roy, Sumit Negi, Mubarak Shah
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/kk/articles/traversing-the-satisfaction-diversity-frontier-in-text-to-image-diffusio

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.…

> Материал бастапқы дереккөзден алынған: **arXiv — cs.AI**
> [Толық мәтінді arXiv — cs.AI сайтында оқу](https://arxiv.org/abs/2610.02372)

**Тегтер:** #arXiv

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