多模态大模型

See&Trek: Training-Free Spatial Prompting for Multimodal Large Language Model

Pengteng Li, Pinhao Song, Wuyang Li, Weiyu Guo, Huizai Yao, Yijie Xu, Dugang Liu, Hui Xiong

机构 * HKUST(GZ)（香港科技大学（广州）） ； KU Leuven（比利时鲁文大学） ； EPFL（苏黎世联邦理工学院） ； SZU（深圳大学） 纠错

专题命中 视频多模态 ：multimodal(title,abstract)；MLLM(abstract)；分类 cs.CV、cs.AI

Comments Accepted by NeurIPS 2025

Exploring multimodal implicit behavior learning for vehicle navigation in simulated cities

Eric Aislan Antonelo, Gustavo Claudio Karl Couto, Christian Möller

机构 * Systems Engineering Department, Federal University of Santa Catarina, Florianopolis, Brazil Faculty of Science ； Engineering, Information Technology Åbo Akademi University, Finland 纠错

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

Comments ENIAC conference

Multi-modal Adaptive Estimation for Temporal Respiratory Disease Outbreak

Hong Liu, Kerui Cen, Yanxing Chen, Zige Liu, Dong Chen, Zifeng Yang, Chitin Hon

机构 * Respiratory Disease AI Laboratory in Epidemic Intelligence and Applications of Medical Big Data Instruments, Macau University of Science and Technology（呼吸疾病人工智能实验室（流行病智能与医学大数据应用）） ； Faculty of Innovation Engineering, Macau University of Science and Technology（创新工程学院） ； Institute of Systems Engineering, Macau University of Science and Technology（系统工程研究所） ； School of Business, Macau University of Science and Technology（商学院） ； State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University（呼吸疾病国家重点实验室、呼吸疾病临床研究中心、广州呼吸健康研究院、广州医学院第一附属医院） ； Guangzhou National Laboratory（广州国家实验室） 纠错

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

Video2Roleplay: A Multimodal Dataset and Framework for Video-Guided Role-playing Agents

Xueqiao Zhang, Chao Zhang, Jingtao Xu, Yifan Zhu, Xin Shi, Yi Yang, Yawei Luo

机构 * Zhejiang University（浙江大学） 纠错

专题命中 视频多模态 ：multimodal(title)；分类 cs.CV、cs.CL、cs.MM

Comments Accepted at EMNLP2025 Main

Hierarchical Self-Attention: Generalizing Neural Attention Mechanics to Multi-Scale Problems

Saeed Amizadeh, Sara Abdali, Yinheng Li, Kazuhito Koishida

机构 * Microsoft Redmond, WA 98052（微软红mond分校） 纠错

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

Comments In The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025)

Solar Forecasting with Causality: A Graph-Transformer Approach to Spatiotemporal Dependencies

Yanan Niu, Demetri Psaltis, Christophe Moser, Luisa Lambertini

机构 * EPFL（苏黎世联邦理工学院） 纠错

专题命中 视频多模态 ：multimodal(abstract)

Comments Accepted to CIKM 2025

Journal ref Proceedings of the 34th ACM International Conference on Information and Knowledge Management (CIKM '25), November 10--14, 2025, Seoul, Republic of Korea