多模态大模型

Multimodal Learning for Fake News Detection in Short Videos Using Linguistically Verified Data and Heterogeneous Modality Fusion

Shanghong Li, Chiam Wen Qi Ruth, Hong Xu, Fang Liu

机构 * Singapore University of Social Sciences（新加坡社会科学研究大学） 纠错

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

Pointing to a Llama and Call it a Camel: On the Sycophancy of Multimodal Large Language Models

Renjie Pi, Kehao Miao, Li Peihang, Runtao Liu, Jiahui Gao, Jipeng Zhang, Xiaofang Zhou

机构 * HKUST（香港科技大学） ； HKU（香港大学） 纠错

专题命中 多模态训练与对齐 ：multimodal(title,abstract)；MLLM(abstract)；分类 cs.CV

DistillMatch: Leveraging Knowledge Distillation from Vision Foundation Model for Multimodal Image Matching

Meng Yang, Fan Fan, Zizhuo Li, Songchu Deng, Yong Ma, Jiayi Ma

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

Comments 10 pages, 4 figures, 3 tables

Clinical Multi-modal Fusion with Heterogeneous Graph and Disease Correlation Learning for Multi-Disease Prediction

Yueheng Jiang, Peng Zhang

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

Copycat vs. Original: Multi-modal Pretraining and Variable Importance in Box-office Prediction

Qin Chao, Eunsoo Kim, Boyang Li

机构 * College of Computing and Data Science, Nanyang Technological University, Singapore（计算与数据科学学院，南洋理工大学，新加坡） ； Business School, University of Seoul, Republic of Korea（商学学院，首尔大学，韩国） ； Alibaba Group and the Alibaba-NTU Joint Research Institute, Singapore（阿里巴巴集团及阿里巴巴-南洋理工大学联合研究机构，新加坡） 纠错

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

SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning

Mingsheng Cai, Jiuming Jiang, Wenhao Huang, Che Liu, Rossella Arcucci

机构 * The University of Edinburgh（爱丁堡大学） ； Imperial College London（帝国理工学院） ； Shenzhen Yinwang Intelligent Technology Co., Ltd（深圳英伟达智能技术有限公司） 纠错

专题命中 多模态训练与对齐 ：multimodal(title)；分类 cs.CL、cs.AI

Comments Findings of The 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025)

VOX-KRIKRI: Unifying Speech and Language through Continuous Fusion

Dimitrios Damianos, Leon Voukoutis, Georgios Paraskevopoulos, Vassilis Katsouros

机构 * Institute for Speech and Language Processing, Athena Research Center, Greece（语音与语言处理研究所，亚特兰蒂斯研究中心，希腊） 纠错

专题命中 多模态训练与对齐 ：multimodal(abstract)；cross-modal(abstract)；分类 cs.CL、eess.AS

VLA-Mark: A cross modal watermark for large vision-language alignment model

Shuliang Liu, Qi Zheng, Jesse Jiaxi Xu, Yibo Yan, Junyan Zhang, He Geng, Aiwei Liu, Peijie Jiang, Jia Liu, Yik-Cheung Tam, Xuming Hu

机构 * The Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）） ； The Hong Kong University of Science and Technology（香港科技大学） ； University of Toronto（多伦多大学） ； Ant Group, Alibaba（蚂蚁集团，阿里巴巴） ； New York University Shanghai（纽约大学上海分校） 纠错

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

Comments Accepted by the main conference, EMNLP 2025

UniMRSeg: Unified Modality-Relax Segmentation via Hierarchical Self-Supervised Compensation

Xiaoqi Zhao, Youwei Pang, Chenyang Yu, Lihe Zhang, Huchuan Lu, Shijian Lu, Georges El Fakhri, Xiaofeng Liu

机构 * Yale University, USA（耶鲁大学） ； Nanyang Technological University, Singapore（南洋理工大学） ； Dalian University of Technology, China（大连理工大学） 纠错

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

Comments Accepted by NeurIPS 2025

DAFTED: Decoupled Asymmetric Fusion of Tabular and Echocardiographic Data for Cardiac Hypertension Diagnosis

Jérémie Stym-Popper, Nathan Painchaud, Clément Rambour, Pierre-Yves Courand, Nicolas Thome, Olivier Bernard

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

Comments 9 pages, Accepted at MIDL 2025 (Oral)

A Data-Driven Review of Remote Sensing-Based Data Fusion in Precision Agriculture from Foundational to Transformer-Based Techniques

Mahdi Saki, Rasool Keshavarz, Daniel Franklin, Mehran Abolhasan, Justin Lipman, Negin Shariati

专题命中 多模态训练与对齐 ：multimodal(abstract)

Comments 22 pages, 13 figures, 3 tables, Journal