视觉大模型 / VLM

Grounding Multilingual Multimodal LLMs With Cultural Knowledge

Jean de Dieu Nyandwi, Yueqi Song, Simran Khanuja, Graham Neubig

机构 * Carnegie Mellon University（卡内基梅隆大学） 纠错

专题命中 视觉问答 ：grounding(title)；visual question answering(abstract)；multimodal large language model(abstract)；MLLM(abstract)

Edge-Based Multimodal Sensor Data Fusion with Vision Language Models (VLMs) for Real-time Autonomous Vehicle Accident Avoidance

Fengze Yang, Bo Yu, Yang Zhou, Xuewen Luo, Zhengzhong Tu, Chenxi Liu

机构 * Department of Civil & Environmental Engineering University of Utah（土木与环境工程系 犹他大学） ； Zachry Department of Civil and Environmental Engineering Texas A&M University（扎克里系 土木与环境工程系 德克萨斯农工大学） ； Department of Computer Science & Engineering Texas A&M University（计算机科学与工程系 德克萨斯农工大学） 纠错

专题命中 视觉推理 ：vision language model(title)；vision-language model(abstract)；VLM(abstract)；分类 cs.AI

Comments 24 pages, 6 tables, 7 figures

Argus Inspection: Do Multimodal Large Language Models Possess the Eye of Panoptes?

Yang Yao, Lingyu Li, Jiaxin Song, Chiyu Chen, Zhenqi He, Yixu Wang, Xin Wang, Tianle Gu, Jie Li, Yan Teng, Yingchun Wang

机构 * Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； The University of Hong Kong（香港大学） ； Shanghai Jiao Tong University（上海交通大学） ； The Hong Kong University of Science and Technology（香港科学与技术大学） ； Fudan University（复旦大学） ； Tsinghua University（清华大学） 纠错

专题命中 视觉推理 ：multimodal large language model(title,abstract)；分类 cs.CV、cs.AI、cs.LG

Safe Semantics, Unsafe Interpretations: Tackling Implicit Reasoning Safety in Large Vision-Language Models

Wei Cai, Jian Zhao, Yuchu Jiang, Tianle Zhang, Xuelong Li

机构 * Peking University（北京大学） ； 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） ； Southeast University（东南大学） 纠错

专题命中 视觉推理 ：vision-language model(title,abstract)；分类 cs.AI

Vision Language Models See What You Want but not What You See

Qingying Gao, Yijiang Li, Haiyun Lyu, Haoran Sun, Dezhi Luo, Hokin Deng

机构 * Johns Hopkins University（约翰霍普金斯大学） ； University of California San Diego（加州大学圣地亚哥分校） ； University of North Carolina at Chapel Hill（北卡罗来纳大学教堂山分校） ； University of Michigan（密歇根大学） ； Carnegie Mellon University（卡内基梅隆大学） 纠错

专题命中 视觉推理 ：vision language model(title,abstract)；分类 cs.AI

Comments Published at the ICLR 2025 Workshop on Bidirectional Human-AI Alignment (BiAlign)

CrossWordBench: Evaluating the Reasoning Capabilities of LLMs and LVLMs with Controllable Puzzle Generation

Jixuan Leng, Chengsong Huang, Langlin Huang, Bill Yuchen Lin, William W. Cohen, Haohan Wang, Jiaxin Huang

机构 * CMU（卡内基梅隆大学） ； WUSTL（华盛顿大学） ； UIUC（伊利诺伊大学香槟分校） 纠错

专题命中 视觉推理 ：vision-language model(abstract)；分类 cs.CV、cs.AI

Bridging Formal Language with Chain-of-Thought Reasoning to Geometry Problem Solving

Tianyun Yang, Yunwen Li, Ziniu Li, Zhihang Lin, Ruoyu Sun, Tian Ding

专题命中 视觉推理 ：vision language model(abstract)；分类 cs.LG

3DFroMLLM: 3D Prototype Generation only from Pretrained Multimodal LLMs

Noor Ahmed, Cameron Braunstein, Steffen Eger, Eddy Ilg

专题命中 视觉推理 ：vision-language model(abstract)；分类 cs.CV

Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance

Dongwook Choi, Taeyoon Kwon, Dongil Yang, Hyojun Kim, Jinyoung Yeo

机构 * Language & AGI Lab（语言与人工智能实验室） 纠错

专题命中 视觉推理 ：multimodal large language model(abstract)；分类 cs.AI

Comments 7 pages, 2 figures

Diminution: On Reducing the Size of Grounding ASP Programs

HuanYu Yang, Fengming Zhu, YangFan Wu, Jianmin Ji

专题命中 视觉定位与Grounding ：grounding(title,abstract)；分类 cs.AI

DevNous: An LLM-Based Multi-Agent System for Grounding IT Project Management in Unstructured Conversation

Stavros Doropoulos, Stavros Vologiannidis, Ioannis Magnisalis

专题命中 视觉定位与Grounding ：grounding(title)；分类 cs.AI

OE3DIS: Open-Ended 3D Point Cloud Instance Segmentation

Phuc D. A. Nguyen, Minh Luu, Anh Tran, Cuong Pham, Khoi Nguyen

机构 * Movian AI ； Posts & Telecommunications Inst. of Tech（电信技术研究所） 纠错

专题命中 视觉定位与Grounding ：multimodal large language model(abstract)；分类 cs.CV、cs.AI

Comments Accepted at ICCVW'25 - OpenSUN3D: 5th Workshop on Open-World 3D Scene Understanding with Foundation Models

Addressing Bias in VLMs for Glaucoma Detection Without Protected Attribute Supervision

Ahsan Habib Akash, Greg Murray, Annahita Amireskandari, Joel Palko, Carol Laxson, Binod Bhattarai, Prashnna Gyawali

机构 * West Virginia University（西弗吉尼亚大学） ； University of Aberdeen（阿伯丁大学） 纠错

专题命中 视觉定位与Grounding ：vision-language model(abstract)；分类 cs.CV

Comments 3rd Workshop in Data Engineering in Medical Imaging (DEMI), MICCAI-2025 Workshop

SHREC 2025: Retrieval of Optimal Objects for Multi-modal Enhanced Language and Spatial Assistance (ROOMELSA)

Trong-Thuan Nguyen, Viet-Tham Huynh, Quang-Thuc Nguyen, Hoang-Phuc Nguyen, Long Le Bao, Thai Hoang Minh, Minh Nguyen Anh, Thang Nguyen Tien, Phat Nguyen Thuan, Huy Nguyen Phong, Bao Huynh Thai, Vinh-Tiep Nguyen, Duc-Vu Nguyen, Phu-Hoa Pham, Minh-Huy Le-Hoang, Nguyen-Khang Le, Minh-Chinh Nguyen, Minh-Quan Ho, Ngoc-Long Tran, Hien-Long Le-Hoang, Man-Khoi Tran, Anh-Duong Tran, Kim Nguyen, Quan Nguyen Hung, Dat Phan Thanh, Hoang Tran Van, Tien Huynh Viet, Nhan Nguyen Viet Thien, Dinh-Khoi Vo, Van-Loc Nguyen, Trung-Nghia Le, Tam V. Nguyen, Minh-Triet Tran

机构 * University of Science, VNU-HCM（越南胡志明市科学大学） ； University of Information Technology, VNU-HCM（越南胡志明市信息技术大学） ； Vietnam National University（越南国家大学） ； University of Dayton（戴维森大学） 纠错

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.CV

AgriGPT: a Large Language Model Ecosystem for Agriculture

Bo Yang, Yu Zhang, Lanfei Feng, Yunkui Chen, Jianyu Zhang, Xiao Xu, Nueraili Aierken, Yurui Li, Yuxuan Chen, Guijun Yang, Yong He, Runhe Huang, Shijian Li

机构 * College of Computer Science and Technology, Zhejiang University, China（浙江大学计算机科学与技术学院） ； College of Software Technology, Zhejiang University, China（浙江大学软件学院） ； School of Geological Engineering and Geomatics, Chang’an University, China（长安大学地质工程与测绘学院） ； College of Biosystems Engineering and Food Science, Zhejiang University, China（浙江大学生物系统工程与食品科学学院） ； Faculty of Computer and Information Sciences, Hosei University, Japan（立命馆大学计算机与信息科学系） 纠错

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.AI

LayLens: Improving Deepfake Understanding through Simplified Explanations

Abhijeet Narang, Parul Gupta, Liuyijia Su, Abhinav Dhall

机构 * Monash University（墨尔本大学） 纠错

专题命中 视觉定位与Grounding ：vision-language model(abstract)；分类 cs.CV

Comments Accepted to ACM ICMI 2025 Demos

SCB-Dataset: A Dataset for Detecting Student and Teacher Classroom Behavior

Fan Yang

机构 * Fan Yang 纠错

专题命中 视觉定位与Grounding ：vision-language model(abstract)；分类 cs.CV

From Data to Insight: Using Contextual Scenarios to Teach Critical Thinking in Data Visualisation

Jonathan C. Roberts, Peter Butcher, Panagiotis D. Ritsos

专题命中 视觉定位与Grounding ：grounding(abstract)

Comments 6 pages, 5 figures, IEEE VIS Workshop on Visualization Education, Literacy, and Activities 2025, Vienna

The frozen vanilla model: Exploring dark sector interactions with delta effective theories

Martín G. Richarte, Luiz F. Guimarães, Susana J. Landau, Júlio C. Fabris

专题命中 视觉定位与Grounding ：grounding(abstract)

Comments 37 pages (double column format), 18 figures, and 4 appendices. References updated and version improved; accepted for publication in PRD

Journal ref Phys. Rev. D 112, 043510 2025

DocThinker: Explainable Multimodal Large Language Models with Rule-based Reinforcement Learning for Document Understanding

Wenwen Yu, Zhibo Yang, Yuliang Liu, Xiang Bai

机构 * Huazhong University of Science and Technology（华中科技大学） ； Alibaba Group（阿里巴巴集团） 纠错

专题命中 文档图表理解 ：multimodal large language model(title,abstract)；MLLM(abstract)；分类 cs.CV

Comments ICCV 2025

SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience

Zeyi Sun, Ziyu Liu, Yuhang Zang, Yuhang Cao, Xiaoyi Dong, Tong Wu, Dahua Lin, Jiaqi Wang

机构 * Shanghai Jiao Tong University（上海交通大学） ； Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； The Chinese University of Hong Kong（香港中文大学） 纠错

专题命中 GUI与屏幕智能体 ：vision-language model(abstract)；分类 cs.CV、cs.AI、cs.LG

Comments Code at https://github.com/SunzeY/SEAgent

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring

Zihan Fang, Zheng Lin, Senkang Hu, Yihang Tao, Yiqin Deng, Xianhao Chen, Yuguang Fang

机构 * Hong Kong JC STEM Lab of Smart City and Department of Computer Science, City University of Hong Kong（香港JC STEM实验室及城市大学计算机科学系） 纠错

专题命中 幻觉与鲁棒性 ：multimodal large language model(abstract)；MLLM(abstract)；分类 cs.AI、cs.LG

Comments 14 pages, 10 figures

AME: Aligned Manifold Entropy for Robust Vision-Language Distillation

Guiming Cao, Yuming Ou

专题命中 幻觉与鲁棒性 ：vision-language model(abstract)；分类 cs.CV

VLM-3D:End-to-End Vision-Language Models for Open-World 3D Perception

Fuhao Chang, Shuxin Li, Yabei Li, Lei He

机构 * School of Vehicle and Mobility, Tsinghua University（清华大学车辆与移动性学院） ； State Key Laboratory of Intelligent Green Vehicle and Mobility, Tsinghua University（清华大学智能绿色车辆与移动性国家重点实验室） ； College of Information and Electrical Engineering, China Agricultural University（中国农业大学信息与电气工程学院） ； School of Statistics and Data Science, Southwestern University of Finance and Economics（西南财经大学统计与数据科学学院） ； Meituan, China（美团（中国）） 纠错

专题命中 VLM训练与架构 ：VLM(title,abstract)；vision-language model(title)；visual language model(abstract)；分类 cs.CV

WSI-LLaVA: A Multimodal Large Language Model for Whole Slide Image

Yuci Liang, Xinheng Lyu, Wenting Chen, Meidan Ding, Jipeng Zhang, Xiangjian He, Song Wu, Xiaohan Xing, Sen Yang, Xiyue Wang, Linlin Shen

机构 * Shenzhen University（深圳大学） ； University of Nottingham Ningbo China（诺丁汉大学宁波分校） ； City University of Hong Kong（香港城市大学） ； Stanford University（斯坦福大学） ； Hong Kong University of Science and Technology（香港科学与技术大学） 纠错

专题命中 VLM训练与架构 ：LLaVA(title,abstract)；multimodal large language model(title)；分类 cs.CV

Comments ICCV 2025, 38 pages, 22 figures, 35 tables

Dopamine Audiobook: A Training-free MLLM Agent for Emotional and Immersive Audiobook Generation

Yan Rong, Shan Yang, Chenxing Li, Dong Yu, Li Liu

专题命中 VLM训练与架构 ：MLLM(title,abstract)；multimodal large language model(abstract)

From Pixels to Tokens: Revisiting Object Hallucinations in Large Vision-Language Models

Yuying Shang, Xinyi Zeng, Yutao Zhu, Xiao Yang, Zhengwei Fang, Jingyuan Zhang, Jiawei Chen, Zinan Liu, Yu Tian

机构 * University of Chinese Academy of Sciences（中国科学院大学） ； Dept. of Comp. Sci. and Tech., Institute for AI, Tsinghua University（计算机科学与技术系，人工智能研究院，清华大学） ； Gaoling School of Artificial Intelligence, Renmin University of China（人工智能学院，中国人民大学） ； Kuaishou Technology Inc.（快手科技有限公司） ； Shanghai Key Laboratory of Multi. Info. Processing, East China Normal University（多信息处理重点实验室，华东师范大学） 纠错

专题命中 VLM训练与架构 ：vision-language model(title,abstract)；分类 cs.CV

Bridging the Visual Gap: Fine-Tuning Multimodal Models with Knowledge-Adapted Captions

Moran Yanuka, Assaf Ben Kish, Yonatan Bitton, Idan Szpektor, Raja Giryes

机构 * Tel Aviv University（特拉维夫大学） ； Google Research（谷歌研究） 纠错

专题命中 VLM训练与架构 ：vision-language model(abstract)；分类 cs.CV、cs.LG

Comments Accepted to NAACL 2025

Journal ref Proceedings of the 2025 Conference of the North American Chapter of the Association for Computational Linguistics, Human Language Technologies, Long Papers, pp. 10497-10518

StyleTailor: Towards Personalized Fashion Styling via Hierarchical Negative Feedback

Hongbo Ma, Fei Shen, Hongbin Xu, Xiaoce Wang, Gang Xu, Jinkai Zheng, Liangqiong Qu, Ming Li

专题命中 VLM训练与架构 ：vision-language model(abstract)；分类 cs.CV

Comments 24pages, 5 figures

Multiple Stochastic Prompt Tuning for Few-shot Adaptation under Extreme Domain Shift

Debarshi Brahma, Soma Biswas

机构 * Indian Institute of Science（印度科学研究院） 纠错

专题命中 VLM训练与架构 ：vision-language model(abstract)；分类 cs.CV