Author

Shuguang Cui

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Jul 2026

One Rewrite to Fix Them All? Type-Aware Repair Allocation for Text-to-Image Prompt Optimization

Text-to-image (T2I) generators often fail to follow their prompts faithfully, producing wrong counts, swapped attributes, ambiguous relations, and illegible text. Prompt optimization repairs such failures by rewriting the user prompt, requiring no generator retraining, and has yielded promising results. However, existi...

Hao-Yue Liu, Xiao-Yu Ma, Ye-Heng Chen et al. · arXiv.org · 1 citation