Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs

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Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1Rethinking Visual Attention for Reducing Hallucination in Large Vision–Language Models2026
2. 2Mitigating Hallucinations in Large Vision-Language Models (LVLMs) via Language-Contrastive Decoding (LCD)2024
3. 3IBD: Alleviating Hallucinations in Large Vision-Language Models via Image-Biased Decoding2024 · 5 citations
4. 4Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning2024 · 1 citations
5. 5Mitigating Hallucination of Large Vision-Language Models via Dynamic Logits Calibration2025