视觉大模型 / VLM

Unified Supervision For Vision-Language Modeling in 3D Computed Tomography

Hao-Chih Lee, Zelong Liu, Hamza Ahmed, Spencer Kim, Sean Huver, Vishwesh Nath, Zahi A. Fayad, Timothy Deyer, Xueyan Mei

专题命中 视觉定位与Grounding ：vision-language model(title,abstract)；VLM(abstract,comments)；分类 cs.CV、cs.AI、cs.LG

Comments ICCV 2025 VLM 3d Workshop

Point, Detect, Count: Multi-Task Medical Image Understanding with Instruction-Tuned Vision-Language Models

Sushant Gautam, Michael A. Riegler, Pål Halvorsen

机构 * Simula Metropolitan Center for Digital Engineering (SimulaMet), Norway（Simula数字工程中心（SimulaMet）） ； Oslo Metropolitan University (OsloMet), Norway（奥斯陆 Metropolitan 大学（OsloMet）） ； Simula Research Laboratory, Norway（Simula研究实验室） 纠错

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

Comments Accepted as a full paper at the 38th IEEE International Symposium on Computer-Based Medical Systems (CBMS) 2025

Language-Guided Long Horizon Manipulation with LLM-based Planning and Visual Perception

Changshi Zhou, Haichuan Xu, Ningquan Gu, Zhipeng Wang, Bin Cheng, Pengpeng Zhang, Yanchao Dong, Mitsuhiro Hayashibe, Yanmin Zhou, Bin He

专题命中 视觉定位与Grounding ：vision-language model(abstract)；VLM(abstract)；grounding(abstract)

Temporal Preference Optimization for Long-Form Video Understanding

Rui Li, Xiaohan Wang, Yuhui Zhang, Orr Zohar, Zeyu Wang, Serena Yeung-Levy

机构 * Stanford University（斯坦福大学） 纠错

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

Generative AI for Industrial Contour Detection: A Language-Guided Vision System

Liang Gong, Tommy, Wang, Sara Chaker, Yanchen Dong, Fouad Bousetouane, Brenden Morton, Mark Mendez

机构 * The University of Chicago（芝加哥大学） ； FabTrack 纠错

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

Comments 20 pages, 5 figures

AeroReformer: Aerial Referring Transformer for UAV-based Referring Image Segmentation

Rui Li, Xiaowei Zhao

机构 * Intelligent Control \& Smart Energy (ICSE) Research Group, School of Engineering, University of Warwick, Coventry, CV4 7AL, UK 纠错

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

MSC: A Marine Wildlife Video Dataset with Grounded Segmentation and Clip-Level Captioning

Quang-Trung Truong, Yuk-Kwan Wong, Vo Hoang Kim Tuyen Dang, Rinaldi Gotama, Duc Thanh Nguyen, Sai-Kit Yeung

机构 * The Hong Kong University of Science and Technology（香港科学与技术大学） ； Ho Chi Minh University of Science（胡志明市科学大学） ； Deakin University（德肯大学） 纠错

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

Comments Published at ACMMM2025 (Dataset track)

An LLM-enabled semantic-centric framework to consume privacy policies

Rui Zhao, Vladyslav Melnychuk, Jun Zhao, Jesse Wright, Nigel Shadbolt

机构 * University of Oxford（牛津大学） 纠错

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

Data-driven Discovery of Digital Twins in Biomedical Research

Clémence Métayer, Annabelle Ballesta, Julien Martinelli

机构 * Inserm U1331, Institut Curie Saint-Cloud, France（法国国家医学研究院U1331，圣克鲁医院） ； Aalto University Espoo, Finland（芬兰艾尔托大学） 纠错

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

StoryReasoning Dataset: Using Chain-of-Thought for Scene Understanding and Grounded Story Generation

Daniel A. P. Oliveira, David Martins de Matos

机构 * Instituto Superior Técnico, Universidade de Lisboa（里斯本大学技术学院） ； INESC-ID Lisboa（里斯本INESC-ID） 纠错

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

Comments 31 pages, 14 figures

Semantic Integrity Constraints: Declarative Guardrails for AI-Augmented Data Processing Systems

Alexander W. Lee, Justin Chan, Michael Fu, Nicolas Kim, Akshay Mehta, Deepti Raghavan, Ugur Cetintemel

机构 * Brown University（布朗大学） 纠错

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

Journal ref PVLDB, 18(11): 4073 - 4080, 2025

Advancing Grounded Multimodal Named Entity Recognition via LLM-Based Reformulation and Box-Based Segmentation

Jinyuan Li, Ziyan Li, Han Li, Jianfei Yu, Rui Xia, Di Sun, Gang Pan

机构 * College of Intelligence and Computing, Tianjin University（智能与计算学院，天津大学） ； NJUST（南京理工大学） ； College of Mathematics, Taiyuan University of Technology（数学学院，太原科技大学） ； Tianjin University of Science and Technology（天津科技大学） 纠错

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

Comments Extension of our Findings of EMNLP 2023 & ACL 2024 paper, IEEE Transactions on Multimedia accepted on July 19, 2025

OpenGuide: Assistive Object Retrieval in Indoor Spaces for Individuals with Visual Impairments

Yifan Xu, Qianwei Wang, Vineet Kamat, Carol Menassa

机构 * Department of Civil and Environmental Engineering, University of Michigan（密歇根大学土木与环境工程系） ； College of Literature, Science, and the Arts, University of Michigan（密歇根大学文学、科学与艺术学院） 纠错

专题命中 视觉定位与Grounding ：VLM(abstract)

Comments 32 pages, 6 figures

Talking Spell: A Wearable System Enabling Real-Time Anthropomorphic Voice Interaction with Everyday Objects

Xuetong Wang, Ching Christie Pang, Pan Hui

专题命中 视觉定位与Grounding ：vision-language model(abstract)

Federated Retrieval-Augmented Generation: A Systematic Mapping Study

Abhijit Chakraborty, Chahana Dahal, Vivek Gupta

机构 * Arizona State University（亚利桑那州立大学） ； University of Nevada, Las Vegas（内华达大学拉斯维加斯分校） 纠错

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

GIER: Gap-Driven Self-Refinement for Large Language Models

Rinku Dewri

机构 * University of Denver（丹佛大学） 纠错

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