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。

2025-09-15 至 2025-09-15 共收录 6 篇信号源：cs.CV, cs.CL, cs.AI, cs.MM, eess.AS

1. 多模态训练与对齐 6 篇

2411.02992 2025-09-15 cs.IR cs.CV 88%

Efficient and Effective Adaptation of Multimodal Foundation Models in Sequential Recommendation

Junchen Fu, Xuri Ge, Xin Xin, Alexandros Karatzoglou, Ioannis Arapakis, Kaiwen Zheng, Yongxin Ni, Joemon M. Jose

机构 * School of Computing Science, University of Glasgow（格拉斯哥大学计算机科学学院）； Amazon（亚马逊）； Telefonica Scientific Research（Telefonica科学研究院）； University of Science and Technology of China（中国科学技术大学）

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

Comments Accepted by IEEE Transactions on Knowledge and Data Engineering (TKDE)

2509.09940 2025-09-15 cs.LG 88%

DyKen-Hyena: Dynamic Kernel Generation via Cross-Modal Attention for Multimodal Intent Recognition

Yifei Wang, Wenbin Wang, Yong Luo

机构 * Wuhan University（武汉大学）

专题命中多模态训练与对齐：multimodal(title,abstract)；cross-modal(title)；audio-visual(abstract)

Comments 8 pages, 2 figures

2509.10408 2025-09-15 cs.CV cs.AI 81%

Multimodal SAM-adapter for Semantic Segmentation

Iacopo Curti, Pierluigi Zama Ramirez, Alioscia Petrelli, Luigi Di Stefano

机构 * University of Bologna（博洛尼亚大学）； SINA

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

2508.21135 2025-09-15 cs.CV cs.AI 81%

HiddenObject: Modality-Agnostic Fusion for Multimodal Hidden Object Detection

Harris Song, Tuan-Anh Vu, Sanjith Menon, Sriram Narasimhan, M. Khalid Jawed

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

Comments fix typos

2412.17910 2025-09-15 cs.LG cs.AI 79%

A Novel Approach to Balance Convenience and Nutrition in Meals With Long-Term Group Recommendations and Reasoning on Multimodal Recipes and its Implementation in BEACON

Vansh Nagpal, Siva Likitha Valluru, Kausik Lakkaraju, Nitin Gupta, Zach Abdulrahman, Andrew Davison, Biplav Srivastava

机构 * BEACON

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

2509.10139 2025-09-15 cs.RO 71%

CaR1: A Multi-Modal Baseline for BEV Vehicle Segmentation via Camera-Radar Fusion

Santiago Montiel-Marín, Angel Llamazares, Miguel Antunes-García, Fabio Sánchez-García, Luis M. Bergasa

机构 * Department of Electronics. University of Alcalá, Community of Madrid, Spain（电子系。阿尔卡拉大学，马德里社区）

专题命中多模态训练与对齐：multi-modal(title)

Comments 4 pages, 2 figures