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CIPO transforms how search agents leverage external evidence, cutting down confirmation bias and enhancing reasoning accuracy in knowledge-intensive tasks.
LDFE achieves up to 6.2% mAP improvement over state-of-the-art methods by innovatively decoupling and enhancing features from RGB and IR modalities.
