视觉大模型 / VLM

Video-based Vehicle Surveillance in the Wild: License Plate, Make, and Model Recognition with Self Reflective Vision-Language Models

Pouya Parsa, Keya Li, Kara M. Kockelman, Seongjin Choi

专题命中 文档图表理解 ：vision-language model(title,abstract)；VLM(abstract)；分类 cs.CV、cs.AI

Comments 19 pages, 6 figures, 4 tables

GLDesigner: Leveraging Multi-Modal LLMs as Designer for Enhanced Aesthetic Text Glyph Layouts

Junwen He, Yifan Wang, Lijun Wang, Huchuan Lu, Jun-Yan He, Chenyang Li, Hanyuan Chen, Jin-Peng Lan, Bin Luo, Yifeng Geng

机构 * Dalian University of Technology（大连理工大学） ； Alibaba Group（阿里巴巴集团） 纠错

专题命中 文档图表理解 ：vision-language model(abstract)；VLM(abstract)；分类 cs.CV

Comments ACM Multimedia 2025

ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing

Xuanle Zhao, Xuexin Liu, Haoyue Yang, Xianzhen Luo, Fanhu Zeng, Jianling Li, Qi Shi, Chi Chen

机构 * Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所） ； Harbin Institute of Technology（哈尔滨工业大学） ； Tianjin University（天津大学） ； Tsinghua University（清华大学） 纠错

专题命中 文档图表理解 ：multimodal large language model(abstract)

Comments Accepted by ACL2025 Findings, camera-ready version