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。

2025-09-01 至 2025-09-01 共收录 4 篇信号源：cs.CV, eess.IV, eess.SP, cs.RO, cs.MM

2508.21793 2025-09-01 cs.LG cs.AI 50%

MoE-Health: A Mixture of Experts Framework for Robust Multimodal Healthcare Prediction

Xiaoyang Wang, Christopher C. Yang

机构 * Drexel University（德雷塞尔大学）

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

Comments Accepted to The 16th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics (ACM-BCB 2025)

2508.21460 2025-09-01 cs.IR cs.AI 50%

Diffusion-based Multi-modal Synergy Interest Network for Click-through Rate Prediction

Xiaoxi Cui, Weihai Lu, Yu Tong, Yiheng Li, Zhejun Zhao

机构 * Peking University（北京大学）； Wuhan University（武汉大学）； Shanghai University of International Business（上海国际商务大学）； Microsoft（微软）

专题命中融合架构与评测：multi-modal fusion(abstract)

Comments SIGIR 2025

Journal ref SIGIR 2025: Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval Pages 581 - 591

2508.21330 2025-09-01 cs.LG cs.AI 50%

Stage-Diff: Stage-wise Long-Term Time Series Generation Based on Diffusion Models

Xuan Hou, Shuhan Liu, Zhaohui Peng, Yaohui Chu, Yue Zhang, Yining Wang

机构 * Shandong University（山东大学）

专题命中融合架构与评测：information fusion(abstract)

Comments 8 pages, 5 figures

2508.21101 2025-09-01 cs.LG cs.AI 50%

Beyond Prediction: Reinforcement Learning as the Defining Leap in Healthcare AI

Dilruk Perera, Gousia Habib, Qianyi Xu, Daniel J. Tan, Kai He, Erik Cambria, Mengling Feng

机构 * National University of Singapore（新加坡国立大学）； Nanyang Technological University（南洋理工大学）

专题命中融合架构与评测：information fusion(abstract)

Comments 40 pages in total (including appendix)