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Cross-Modal Attention Acts as a Frequency Filter: Why Verbose Prompts Improve Robustness in Vision-Language Models

Study explains why verbose prompts make vision-language models more robust to image corruption, framing cross-modal attention as a frequency filter.

arXiv cs.AI / cs.LG / cs.CLSep 17, 12:31 UTC · Sep 17, 2026AI research2

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