arXivDaily arXiv每日学术速递 周一至周五更新

视觉与机器人

多模态信息融合

面向图像、视频、多传感器和跨模态感知的信息融合,包括 Image Fusion、红外可见光、遥感、医学影像、LiDAR/雷达/相机和音视频融合。

2025-11-17 至 2025-11-17 共收录 3 信号源:cs.CV, eess.IV, eess.SP, cs.RO, cs.MM

1. 融合架构与评测 3 篇

2510.26289 2025-11-17 cs.MM 79%

Contribution-Guided Asymmetric Learning for Robust Multimodal Fusion under Imbalance and Noise

Zijing Xu, Yunfeng Kou, Kunming Wu, Hong Liu

专题命中 融合架构与评测 :multimodal fusion(title);information fusion(abstract);分类 cs.MM

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2403.10568 2025-11-17 cs.LG cs.AI cs.CL cs.CV 79%

MoPE: Mixture of Prompt Experts for Parameter-Efficient and Scalable Multimodal Fusion

Ruixiang Jiang, Lingbo Liu, Changwen Chen

机构 * Department of Computing, The Hong Kong Polytechnic University(计算系,香港理工大学) Research Institute of Multiple Agents and Embodied Intelligence, Pengcheng Laboratory(多智能体与具身智能研究院,鹏城实验室)

专题命中 融合架构与评测 :multimodal fusion(title,abstract);分类 cs.CV

Comments Accepted to IEEE TMM

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2511.06452 2025-11-17 cs.LG 78%

MULTIBENCH++: A Unified and Comprehensive Multimodal Fusion Benchmarking Across Specialized Domains

Leyan Xue, Changqing Zhang, Kecheng Xue, Xiaohong Liu, Guangyu Wang, Zongbo Han

专题命中 融合架构与评测 :multimodal fusion(title,abstract)

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