多模态大模型

MambaITD: An Efficient Cross-Modal Mamba Network for Insider Threat Detection

Kaichuan Kong, Dongjie Liu, Xiaobo Jin, Zhiying Li, Guanggang Geng, Jian Weng

机构 * College of Cyber Security（网络安全学院） ； Jinan University（济南大学） ； Department of Electrical and Electronic Engineering（电子与电气工程系） ； Xi’an Jiaotong-Liverpool University（西安交通大学利物浦大学） 纠错

专题命中 视频多模态 ：cross-modal(title,abstract)

Comments Submitted to the 2025 IEEE International Conference on Data Mining (ICDM)

MetaOcc: Spatio-Temporal Fusion of Surround-View 4D Radar and Camera for 3D Occupancy Prediction with Dual Training Strategies

Long Yang, Lianqing Zheng, Wenjin Ai, Minghao Liu, Sen Li, Qunshu Lin, Shengyu Yan, Jie Bai, Zhixiong Ma, Tao Huang, Xichan Zhu

机构 * School of Automotive Studies, Tongji University（同济大学汽车学院） ； College of Computer Science and Technology, Zhejiang University（浙江大学计算机科学与技术学院） ； School of Automobile, Chang'an University（长安大学汽车学院） ； School of Information and Electrical Engineering, Hangzhou City University（杭州城市学院信息与电气工程学院） ； College of Science and Engineering, James Cook University（詹姆斯库克大学科学与工程学院） 纠错

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

CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements

Yang Zhang, Wenbo Yang, Jun Wang, Qiang Ma, Jie Xiong

机构 * Southwestern University of Finance and Economics（西南财经大学） ； Kyoto Institute of Technology（京都技术大学） 纠错

专题命中 视频多模态 ：multi-modal(abstract)；分类 cs.AI

Comments Accepted in SIGKDD 2025

MPG-SAM 2: Adapting SAM 2 with Mask Priors and Global Context for Referring Video Object Segmentation

Fu Rong, Meng Lan, Qian Zhang, Lefei Zhang

机构 * National Engineering Research Center for Multimedia Software, School of Computer Science, Wuhan University（国家多媒体软件工程研究中心，计算机学院，武汉大学） ； Hong Kong University of Science and Technology（香港科学与技术大学） ； Horizon Robotics 纠错

专题命中 视频多模态 ：multimodal(abstract)；分类 cs.CV

Comments ICCV 2025

Learning to Initialize Trajectory Optimization for Vision-Based Autonomous Flight in Unknown Environments

Yicheng Chen, Jinjie Li, Wenyuan Qin, Yongzhao Hua, Xiwang Dong, Qingdong Li

专题命中 视频多模态 ：multimodal(abstract)；分类 cs.AI

Comments Accepted to IROS 2025. Source code available