多模态大模型

MLF-4DRCNet: Multi-Level Fusion with 4D Radar and Camera for 3D Object Detection in Autonomous Driving

Yuzhi Wu, Li Xiao, Jun Liu, Guangfeng Jiang, XiangGen Xia

机构 * MoE Key Laboratory of Brain-Inspired Intelligence Perception and Cognition, University of Science and Technology of China（脑启发智能感知与认知教育部重点实验室，中国科学技术大学） ； Institute of Artificial Intelligence, Hefei Comprehensive National Science Center（人工智能研究院，合肥国家科学中心） ； Department of Electronic Engineering and Information Science, University of Science and Technology of China（电子工程与信息科学系，中国科学技术大学） ； Department of Electrical and Computer Engineering, University of Delaware（电气与计算机工程系，德克萨斯大学） 纠错

专题命中 多模态训练与对齐 ：multi-modal(abstract)；分类 cs.CV

WLFM: A Well-Logs Foundation Model for Multi-Task and Cross-Well Geological Interpretation

Zhenyu Qi, Qing Yu, Jichen Wang, Yun-Bo Zhao, Zerui Li, Wenjun Lv

机构 * Institute of Advanced Technology, University of Science and Technology of China（科学技术大学先进技术研究所） ； Department of Automation, University of Science and Technology of China（科学技术大学自动化系） ； Institute of Artificial Intelligence, Hefei Comprehensive National Science Center（合肥综合国家科学中心人工智能研究所） 纠错

专题命中 多模态训练与对齐 ：multi-modal(abstract)；分类 cs.AI

DAOcc: 3D Object Detection Assisted Multi-Sensor Fusion for 3D Occupancy Prediction

Zhen Yang, Yanpeng Dong, Jiayu Wang, Heng Wang, Lichao Ma, Zijian Cui, Qi Liu, Haoran Pei, Kexin Zhang, Chao Zhang

机构 * Beijing Mechanical Equipment Institute（北京机械设备研究所） 纠错

专题命中 多模态训练与对齐 ：multi-modal(abstract)；分类 cs.CV

Comments TCSVT Accepted version (not the final published version)

Journal ref IEEE Transactions on Circuits and Systems for Video Technology, 2025, Print ISSN: 1051-8215, Online ISSN: 1558-2205

Harnessing Multimodal Large Language Models for Personalized Product Search with Query-aware Refinement

Beibei Zhang, Yanan Lu, Ruobing Xie, Zongyi Li, Siyuan Xing, Tongwei Ren, Fen Lin

专题命中 其他多模态 ：multimodal(title,abstract)；MLLM(abstract)；分类 cs.MM

MMCD: Multi-Modal Collaborative Decision-Making for Connected Autonomy with Knowledge Distillation

Rui Liu, Zikang Wang, Peng Gao, Yu Shen, Pratap Tokekar, Ming Lin

机构 * University of Maryland, College Park（马里兰大学 College Park 分校） ； North Carolina State University（北卡罗来纳州立大学） ； Adobe Research（Adobe 研究） 纠错

专题命中 其他多模态 ：multi-modal(title,abstract)；cross-modal(abstract)；分类 cs.AI

A Weighted Least Squares Error Hetero-functional Graph State Estimator of the American Multi-modal Energy System

Dakota Thompson, Amro M. Farid

专题命中 其他多模态 ：multi-modal(title,abstract)

Comments 27 pages, 3 Tables, 11 Figures

KM-GPT: An Automated Pipeline for Reconstructing Individual Patient Data from Kaplan-Meier Plots

Yao Zhao, Haoyue Sun, Yantian Ding, Yanxun Xu

机构 * Johns Hopkins University（约翰霍普金斯大学） 纠错

专题命中 其他多模态 ：multi-modal(abstract)；分类 cs.CV、cs.AI

Position Paper: Integrating Explainability and Uncertainty Estimation in Medical AI

Xiuyi Fan

机构 * Lee Kong Chian School of Medicine, College of Computing ； Data Science, Nanyang Technological University, Singapore 纠错

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.AI

Comments Accepted at the International Joint Conference on Neural Networks, IJCNN 2025

Virtual Cells: From Conceptual Frameworks to Biomedical Applications

Saurabh Bhardwaj, Gaurav Kumar, Haochen Yang, Shaurya Bhardwaj, Qun Wang, Minjie Shen, Yizhi Wang, Cristabelle Madona De Souza

专题命中 其他多模态 ：multimodal(abstract)

Comments 54 Pages, 7 Figures

Bayes Error Rate Estimation in Difficult Situations

Lesley Wheat, Martin v. Mohrenschildt, Saeid Habibi

机构 * Department of Computing and Software, McMaster University（计算与软件系，麦斯特大学） ； Center for Mechatronics and Hybrid Technologies, McMaster University（机电与混合技术中心，麦斯特大学） 纠错

专题命中 其他多模态 ：multi-modal(abstract)

Comments 23 pages, 13 figures, 20 tables