多模态信息融合

FreDFT: Frequency Domain Fusion Transformer for Visible-Infrared Object Detection

Wencong Wu, Xiuwei Zhang, Hanlin Yin, Shun Dai, Hongxi Zhang, Yanning Zhang

机构 * School of Computer Science, Northwestern Polytechnical University（西北工业大学计算机学院） 纠错

专题命中 红外-可见光融合 ：visible-infrared(title,abstract)；分类 cs.CV

CLIPPan: Adapting CLIP as A Supervisor for Unsupervised Pansharpening

Lihua Jian, Jiabo Liu, Shaowu Wu, Lihui Chen

专题命中 遥感融合与全色锐化 ：pansharpening(title,abstract)；分类 cs.CV、eess.IV

Comments Accepted to AAAI 2026

Synergy vs. Noise: Performance-Guided Multimodal Fusion For Biochemical Recurrence-Free Survival in Prostate Cancer

Seth Alain Chang, Muhammad Mueez Amjad, Noorul Wahab, Ethar Alzaid, Nasir Rajpoot, Adam Shephard

机构 * Tissue Image Analytics Centre, Department of Computer Science, University of Warwick, UK（沃里克大学计算机科学系组织图像分析中心） 纠错

专题命中 医学影像融合 ：multimodal fusion(title)；分类 cs.CV、eess.IV

Comments 5 pages, 1 figure, 4 tables

Adaptive LiDAR Scanning: Harnessing Temporal Cues for Efficient 3D Object Detection via Multi-Modal Fusion

Sara Shoouri, Morteza Tavakoli Taba, Hun-Seok Kim

专题命中 机器人多传感器融合 ：multi-modal fusion(title)；sensor fusion(abstract)；multi-sensor fusion(abstract)；分类 cs.CV

Comments Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2026

WetExplorer: Automating Wetland Greenhouse-Gas Surveys with an Autonomous Mobile Robot

Jose Vasquez, Xuping Zhang

机构 * Department of Mechanical and Production Engineering, Aarhus University（机械与生产工程系，奥胡斯大学） 纠错

专题命中 机器人多传感器融合 ：sensor fusion(abstract)；分类 cs.RO

Comments To be published in 2025 IEEE International Conference on Robotics and Biomimetics

Enhancing Meme Emotion Understanding with Multi-Level Modality Enhancement and Dual-Stage Modal Fusion

Yi Shi, Wenlong Meng, Zhenyuan Guo, Chengkun Wei, Wenzhi Chen

专题命中 音视频/视觉语言融合 ：multimodal fusion(abstract)；分类 cs.CV

OmniVGGT: Omni-Modality Driven Visual Geometry Grounded Transformer

Haosong Peng, Hao Li, Yalun Dai, Yushi Lan, Yihang Luo, Tianyu Qi, Zhengshen Zhang, Yufeng Zhan, Junfei Zhang, Wenchao Xu, Ziwei Liu

机构 * HKUST（香港科技大学） ； NTU（国立台湾大学） ； SYSU（南方科技大学） ； NUS（国立新加坡大学） ； Alibaba Group（阿里巴巴集团） 纠错

专题命中 音视频/视觉语言融合 ：multimodal fusion(abstract)；分类 cs.CV

Comments Project Page: https://livioni.github.io/OmniVGGT-official/

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

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） 纠错

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

Comments Accepted to IEEE TMM

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)