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Weimin Ouyang

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نسخة أولية وصول مفتوح

MiCo: Mutual Information Coverage Optimization through Semantic Erasure Modeling for Efficient MLLM Inference

Tinghao Wang, Yichen Guo, Qizhe Zhang وآخرون · 2026

Multimodal large language models (MLLMs) have demonstrated impressive performance in multimodal understanding, but processing large numbers of visual tokens results in high computational costs. While many methods have been proposed to reduce the number of visual tokens, most of them rely on heuristics and are prone to …

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