多模态大模型

Few-shot Vision-based Human Activity Recognition with MLLM-based Visual Reinforcement Learning

Wenqi Zheng, Yutaka Arakawa

机构 * Graduate School（研究生院） ； Faculty of Information Science（信息科学系） ； Electrical Engineering（电气工程） ； Kyushu University（九州大学） ； JAPAN（日本） 纠错

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

Mastering Collaborative Multi-modal Data Selection: A Focus on Informativeness, Uniqueness, and Representativeness

Qifan Yu, Zhebei Shen, Zhongqi Yue, Yang Wu, Bosheng Qin, Wenqiao Zhang, Yunfei Li, Juncheng Li, Siliang Tang, Yueting Zhuang

机构 * Zhejiang University（浙江大学） ； Nanyang Technological University（南洋理工大学） ； Ant Group（蚂蚁集团） 纠错

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

Comments ICCV 2025 Highlight

When Language Overrules: Revealing Text Dominance in Multimodal Large Language Models

Huyu Wu, Meng Tang, Xinhan Zheng, Haiyun Jiang

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

Hypercomplex Prompt-aware Multimodal Recommendation

Zheyu Chen, Jinfeng Xu, Hewei Wang, Shuo Yang, Zitong Wan, Haibo Hu

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

Comments Accepted by CIKM 2025

Chem3DLLM: 3D Multimodal Large Language Models for Chemistry

Lei Jiang, Shuzhou Sun, Biqing Qi, Yuchen Fu, Xiaohua Xu, Yuqiang Li, Dongzhan Zhou, Tianfan Fu

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

Comments 15 pages, 9 figures

Bridging Modality Gaps in e-Commerce Products via Vision-Language Alignment

Yipeng Zhang, Hongju Yu, Aritra Mandal, Canran Xu, Qunzhi Zhou, Zhe Wu

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

Beyond conventional vision: RGB-event fusion for robust object detection in dynamic traffic scenarios

Zhanwen Liu, Yujing Sun, Yang Wang, Nan Yang, Shengbo Eben Li, Xiangmo Zhao

机构 * School of Information Engineering, Chang’an University（信息工程学院，长安大学） ； School of Vehicle Mobility & College of AI, Tsinghua University（车辆运动学院与人工智能学院，清华大学） 纠错

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

CellSymphony: Deciphering the molecular and phenotypic orchestration of cells with single-cell pathomics

Paul H. Acosta, Pingjun Chen, Simon P. Castillo, Maria Esther Salvatierra, Yinyin Yuan, Xiaoxi Pan

机构 * Translational Molecular Pathology Department, Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center（德克萨斯大学MD安德森癌症中心转化分子病理学部门） ； Institute for Data Science in Oncology, The University of Texas MD Anderson Cancer Center（德克萨斯大学MD安德森癌症中心肿瘤数据科学研究所） 纠错

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

15,500 Seconds: Lean UAV Classification Using EfficientNet and Lightweight Fine-Tuning

Andrew P. Berg, Qian Zhang, Mia Y. Wang

机构 * Department of Computer Science（计算机科学系） ； College of Charleston（查尔斯顿学院） ； Department of Engineering（工程系） 纠错

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