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H-DPO: Hardness-Aware Preference Optimization for Vision–Language Models Nitish Shukla1 Surgan Jandial2 Arun Ross1
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Multi-image reasoning in Vision-Language Models can be dramatically improved by leveraging a novel preference optimization framework that emphasizes global visual search over localized tasks.