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most citedSTAR: Stage-Wise Attention-Guided Token Reduction for Efficient Large Vision-Language Models Inference

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cs.CV2025

MAP: Mitigating Hallucinations in Large Vision-Language Models with Map-Level Attention Processing

Chenxi Li, Yichen Guo, Benfang Qian +5

Large Vision-Language Models (LVLMs) have achieved impressive performance in multimodal tasks, but they still suffer from hallucinations, i.e., generating content that is grammatic…