多模态大模型

StitchFusion: Weaving Any Visual Modalities to Enhance Multimodal Semantic Segmentation

Bingyu Li, Da Zhang, Zhiyuan Zhao, Junyu Gao, Xuelong Li

机构 * University of Science and Technology of China（科学技术大学） ； Institute of Artificial Intelligence (TeleAI), China Telecom（人工智能研究所（TeleAI），中国电信） ； Northwestern Polytechnical University（西北工业大学） 纠错

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

MM2CT: MR-to-CT translation for multi-modal image fusion with mamba

Chaohui Gong, Zhiying Wu, Zisheng Huang, Gaofeng Meng, Zhen Lei, Hongbin Liu

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

Does a Technique for Building Multimodal Representation Matter? -- Comparative Analysis

Maciej Pawłowski, Anna Wróblewska, Sylwia Sysko-Romańczuk

专题命中 多模态训练与对齐 ：multimodal(title,abstract)

Learning Only with Images: Visual Reinforcement Learning with Reasoning, Rendering, and Visual Feedback

Yang Chen, Yufan Shen, Wenxuan Huang, Sheng Zhou, Qunshu Lin, Xinyu Cai, Zhi Yu, Jiajun Bu, Botian Shi, Yu Qiao

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

Textual and Visual Guided Task Adaptation for Source-Free Cross-Domain Few-Shot Segmentation

Jianming Liu, Wenlong Qiu, Haitao Wei

机构 * School of Artificial Intelligence（人工智能学院） ； School of Digital Industry（数字产业学院） ； Jiangxi Normal University（江西师范大学） 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 10 pages,Accepted at ACMMM2025

SafeWork-R1: Coevolving Safety and Intelligence under the AI-45$^{\circ}$ Law

Shanghai AI Lab, :, Yicheng Bao, Guanxu Chen, Mingkang Chen, Yunhao Chen, Chiyu Chen, Lingjie Chen, Sirui Chen, Xinquan Chen, Jie Cheng, Yu Cheng, Dengke Deng, Yizhuo Ding, Dan Ding, Xiaoshan Ding, Yi Ding, Zhichen Dong, Lingxiao Du, Yuyu Fan, Xinshun Feng, Yanwei Fu, Yuxuan Gao, Ruijun Ge, Tianle Gu, Lujun Gui, Jiaxuan Guo, Qianxi He, Yuenan Hou, Xuhao Hu, Hong Huang, Kaichen Huang, Shiyang Huang, Yuxian Jiang, Shanzhe Lei, Jie Li, Lijun Li, Hao Li, Juncheng Li, Xiangtian Li, Yafu Li, Lingyu Li, Xueyan Li, Haotian Liang, Dongrui Liu, Qihua Liu, Zhixuan Liu, Bangwei Liu, Huacan Liu, Yuexiao Liu, Zongkai Liu, Chaochao Lu, Yudong Lu, Xiaoya Lu, Zhenghao Lu, Qitan Lv, Caoyuan Ma, Jiachen Ma, Xiaoya Ma, Zhongtian Ma, Lingyu Meng, Ziqi Miao, Yazhe Niu, Yuezhang Peng, Yuan Pu, Han Qi, Chen Qian, Xingge Qiao, Jingjing Qu, Jiashu Qu, Wanying Qu, Wenwen Qu, Xiaoye Qu, Qihan Ren, Qingnan Ren, Qingyu Ren, Jing Shao, Wenqi Shao, Shuai Shao, Dongxing Shi, Xin Song, Xinhao Song, Yan Teng, Xuan Tong, Yingchun Wang, Xuhong Wang, Shujie Wang, Xin Wang, Yige Wang, Yixu Wang, Yuanfu Wang, Futing Wang, Ruofan Wang, Wenjie Wang, Yajie Wang, Muhao Wei, Xiaoyu Wen, Fenghua Weng, Yuqi Wu, Yingtong Xiong, Xingcheng Xu, Chao Yang, Yue Yang, Yang Yao, Yulei Ye, Zhenyun Yin, Yi Yu, Bo Zhang, Qiaosheng Zhang, Jinxuan Zhang, Yexin Zhang, Yinqiang Zheng, Hefeng Zhou, Zhanhui Zhou, Pengyu Zhu, Qingzi Zhu, Yubo Zhu, Bowen Zhou

机构 * Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） 纠错

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

Comments 47 pages, 18 figures, authors are listed in alphabetical order by their last names; v3 modifies minor issues

GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model

Yunhe Pang, Bo Chen, Fanjin Zhang, Yanghui Rao, Evgeny Kharlamov, Jie Tang

机构 * School of Computer Science and Engineering（计算机科学与工程学院） ； Sun Yat-Sen University（中山大学） ； Department of Computer Science and Technology（计算机科学与技术系） ； Tsinghua University（清华大学） ； Robert Bosch GmbH（博世集团） 纠错

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

Comments Accepted at KDD 2025

CodonMoE: DNA Language Models for mRNA Analyses

Shiyi Du, Litian Liang, Jiayi Li, Carl Kingsford

机构 * School of Computer Science, Carnegie Mellon University（计算机科学系，卡内基梅隆大学） 纠错

专题命中 多模态训练与对齐 ：multi-modal(abstract)