多模态大模型

Multi-Operator Few-Shot Learning for Generalization Across PDE Families

Yile Li, Shandian Zhe

专题命中 多模态训练与对齐 ：multimodal(abstract)；cross-modal(abstract)

LACONIC: A 3D Layout Adapter for Controllable Image Creation

Léopold Maillard, Tom Durand, Adrien Ramanana Rahary, Maks Ovsjanikov

机构 * LIX, École Polytechnique, IP Paris（巴黎高等理工学院LIX研究所） ； Dassault Systèmes（达索系统） 纠错

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

Comments ICCV 2025

Evolutionary Paradigms in Histopathology Serial Sections technology

Zhenfeng Zhuang, Min Cen, Lei Jiang, Qiong Peng, Yihuang Hu, Hong-Yu Zhou, Liansheng Wang

专题命中 多模态训练与对齐 ：multimodal(abstract)

Comparison of Affine and Rational Quadratic Spline Coupling and Autoregressive Flows through Robust Statistical Tests

Andrea Coccaro, Marco Letizia, Humberto Reyes-Gonzalez, Riccardo Torre

机构 * INFN（意大利国家核物理研究所） ； MaLGa - DIBRIS（马尔盖-迪布里兹） ； University of Genova（热那亚大学） ； Department of Physics（物理系） ； RWTH Aachen（亚琛工业大学） 纠错

专题命中 多模态训练与对齐 ：multimodal(abstract)

Comments v3: published version; 25 pages, 3 figures, 3 tables

Journal ref Symmetry 2024, 16(8), 942

Lessons Learned from the Real-World Deployment of Multi-Sensor Fusion for Proactive Work Zone Safety Application

Minhaj Uddin Ahmad, Sagar Dasgupta, Mizanur Rahman, Sakib Khan, Md Wasiul Haque, Suhala Rabab Saba, David Bodoh, Nathan Huynh, Li Zhao, Eren Erman Ozguven

专题命中 多模态训练与对齐 ：multi-modal(abstract)

SaviorRec: Semantic-Behavior Alignment for Cold-Start Recommendation

Yining Yao, Ziwei Li, Shuwen Xiao, Boya Du, Jialin Zhu, Junjun Zheng, Xiangheng Kong, Yuning Jiang

专题命中 多模态训练与对齐 ：multimodal(abstract)

A survey on proximity monitoring and warning in construction

Yuexiong Ding, Qiong Liu, Ankang Ji, Xiaowei Luo, Wen Yi, Albert P. C. Chan

专题命中 多模态训练与对齐 ：multimodal(abstract)

CLIMD: A Curriculum Learning Framework for Imbalanced Multimodal Diagnosis

Kai Han, Chongwen Lyu, Lele Ma, Chengxuan Qian, Siqi Ma, Zheng Pang, Jun Chen, Zhe Liu

机构 * School of Computer Science ； Telecommunication Engineering, \ University, China 纠错

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

Comments MICCAI 2025 Early Accept

MLLM-based Discovery of Intrinsic Coordinates and Governing Equations from High-Dimensional Data

Ruikun Li, Yan Lu, Shixiang Tang, Biqing Qi, Wanli Ouyang

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

I2CR: Intra- and Inter-modal Collaborative Reflections for Multimodal Entity Linking

Ziyan Liu, Junwen Li, Kaiwen Li, Tong Ruan, Chao Wang, Xinyan He, Zongyu Wang, Xuezhi Cao, Jingping Liu

机构 * East China University of Science and Technology（东华大学） ； South China University of Technology（华南理工大学） ； Shanghai University（上海大学） 纠错

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

Comments 10 pages, 6 figures, accepted by ACMMM 2025

EfficientGFormer: Multimodal Brain Tumor Segmentation via Pruned Graph-Augmented Transformer

Fatemeh Ziaeetabar

机构 * School of Mathematics, Statistics and Computer Science, College of Science, University of Tehran（数学、统计与计算机科学学院，科学学院，德黑兰大学） ； University of Tehran（德黑兰大学） 纠错

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

Adaptive Prototype Knowledge Transfer for Federated Learning with Mixed Modalities and Heterogeneous Tasks

Keke Gai, Mohan Wang, Jing Yu, Dongjue Wang, Qi Wu

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

Monsoon Uprising in Bangladesh: How Facebook Shaped Collective Identity

Md Tasin Abir, Arpita Chowdhury, Ashfia Rahman

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

Comments 10 pages, 9 figures

DeflareMamba: Hierarchical Vision Mamba for Contextually Consistent Lens Flare Removal

Yihang Huang, Yuanfei Huang, Junhui Lin, Hua Huang

机构 * School of Artificial Intelligence, Beijing Normal University（北京师范大学人工智能学院） ； Engineering Research Center of Intelligent Technology and Educational Application, Ministry of Education（教育部智能技术与教育应用工程研究中心） 纠错

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

Comments Accepted by ACMMM 2025

Journal ref Proceedings of the 33rd ACM International Conference on Multimedia (MM '25), October 27--31, 2025, Dublin, Ireland

Unraveling the Connection: How Cognitive Workload Shapes Intent Recognition in Robot-Assisted Surgery

Mansi Sharma, Antonio Kruger

机构 * Cognitive Assistants（认知助手） ； German Research Center for Artificial Intelligence (DFKI)（德国人工智能研究中心） ； Saarland Informatics Campus, Saarbrucken, Germany（萨尔布吕肯德国信息学校区） 纠错

专题命中 其他多模态 ：multi-modal(abstract)

Exploring the generalizability of the optimal 0.234 acceptance rate in random-walk Metropolis and parallel tempering algorithms

Aidan Li, Liyan Wang, Tianye Dou, Jeffrey S. Rosenthal

专题命中 其他多模态 ：multimodal(abstract)

Comments To be published in Communications in Statistics - Simulation and Computation. Code available at https://github.com/aidanmrli/rwm-pt-pytorch