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Conference on Empirical Methods in Natural Language Processing · 会议 · Natural Language Processing

2026-06-04 至 2026-06-04 共收录 1
2606.04719 2026-06-04 cs.CL

Query-based Cross-Modal Projector Bolstering Mamba Multimodal LLM

基于查询的跨模态投影器增强Mamba多模态大语言模型

SooHwan Eom, Jay Shim, Gwanhyeong Koo, Haebin Na, Mark A. Hasegawa-Johnson, Sungwoong Kim, Chang D. Yoo

机构 * Korea Advanced Institute of Science and Technology / Korea, Republic of(韩国科学技术院) University of Illinois in Urbana-Champaign / United States of America(伊利诺伊大学厄巴纳-香槟分校) Korea University / Korea, Republic of(韩国大学)

AI总结 提出基于查询的跨模态投影器,通过交叉注意力压缩视觉令牌,消除手动设计2D扫描顺序的需求,提升Mamba多模态LLM的性能和吞吐量。

Comments Accepted to EMNLP 2024 Findings

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