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College of Computer and Data Science, Fuzhou University, Fuzhou, China
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By jointly reinforcing informative visual tokens and suppressing irrelevant ones, DuCAR significantly reduces hallucinations in LVLMs, outperforming prior single-modality focused approaches.
