FaithRewriter is a prompt-enhancement framework that uses an MLLM-generated image as a visual anchor to guide LLM-based rewriting, producing prompts more faithful to user intent than fluency-only baselines.
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1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
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cs.CV 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
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Seeing is Believing: Aligning Prompt Rewriting with Visual Anchors for Text-to-Image Generation
FaithRewriter is a prompt-enhancement framework that uses an MLLM-generated image as a visual anchor to guide LLM-based rewriting, producing prompts more faithful to user intent than fluency-only baselines.