AI 大模型

多模态大模型

跨文本、图像、视频、音频等模态的大模型与学习方法。

2025-07-28 至 2025-07-28 共收录 5 篇信号源：cs.CV, cs.CL, cs.AI, cs.MM, eess.AS

1. 多模态训练与对齐 5 篇

2411.19628 2025-07-28 cs.CV cs.CL cs.LG cs.MM 82%

Accelerating Multimodal Large Language Models via Dynamic Visual-Token Exit and the Empirical Findings

Qiong Wu, Wenhao Lin, Yiyi Zhou, Weihao Ye, Zhanpeng Zen, Xiaoshuai Sun, Rongrong Ji

机构 * Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, Xiamen University（中国教育部多媒体可信感知与高效计算重点实验室，厦门大学）； Institute of Artificial Intelligence, Xiamen University（厦门大学人工智能研究院）

专题命中多模态训练与对齐：multimodal(title,abstract)；分类 cs.CV、cs.CL、cs.MM

2507.18940 2025-07-28 cs.CL cs.MM 81%

LLaVA-NeuMT: Selective Layer-Neuron Modulation for Efficient Multilingual Multimodal Translation

Jingxuan Wei, Caijun Jia, Qi Chen, Yujun Cai, Linzhuang Sun, Xiangxiang Zhang, Gaowei Wu, Bihui Yu

机构 * University of Chinese Academy of Sciences（中国科学院大学）； The University of Queensland（昆士兰大学）

专题命中多模态训练与对齐：multimodal(title,abstract)；分类 cs.CL、cs.MM

2507.18929 2025-07-28 cs.CV cs.AI 81%

MGHFT: Multi-Granularity Hierarchical Fusion Transformer for Cross-Modal Sticker Emotion Recognition

Jian Chen, Yuxuan Hu, Haifeng Lu, Wei Wang, Min Yang, Chengming Li, Xiping Hu

机构 * Shenzhen MSU-BIT University（深圳MSU-BIT大学）； Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences（深圳先进技术研究院，中国科学院）

专题命中多模态训练与对齐：cross-modal(title)；multimodal(abstract)；分类 cs.CV、cs.AI

Comments Accepted by ACMMM2025

2507.19253 2025-07-28 cs.CV 79%

BridgeNet: A Unified Multimodal Framework for Bridging 2D and 3D Industrial Anomaly Detection

An Xiang, Zixuan Huang, Xitong Gao, Kejiang Ye, Cheng-zhong Xu

机构 * Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences（深圳先进技术研究院，中国科学院）； University of Chinese Academy of Sciences（中国科学院大学）； Shenzhen University of Advanced Technology（深圳先进技术大学）； State Key Lab of IOTSC, Department of CIS, University of Macau（物联网科学国家重点实验室，澳门大学）

专题命中多模态训练与对齐：multimodal(title,abstract)；分类 cs.CV

2507.19052 2025-07-28 cs.CV 79%

Probing Multimodal Fusion in the Brain: The Dominance of Audiovisual Streams in Naturalistic Encoding

Hamid Abdollahi, Amir Hossein Mansouri Majoumerd, Amir Hossein Bagheri Baboukani, Amir Abolfazl Suratgar, Mohammad Bagher Menhaj

机构 * Distributed and Intelligent Optimization Research Laboratory（分布式智能优化研究实验室）； Electrical Engineering Department（电气工程系）； Amirkabir University of Technology（阿米尔卡比尔技术大学）

专题命中多模态训练与对齐：multimodal(title,abstract)；分类 cs.CV