视觉大模型 / VLM

GeoRef: Referring Expressions in Geometry via Task Formulation, Synthetic Supervision, and Reinforced MLLM-based Solutions

Bing Liu, Wenqiang Yv, Xuzheng Yang, Shichang Wang, Junzhuo Liu, Peng Wang, Guoqing Wang, Yang Yang, Heng Tao Shen

机构 * University of Electronic Science and Technology of China（电子科技大学） ； Tongji University（同济大学） 纠错

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

Investigating Traffic Accident Detection Using Multimodal Large Language Models

Ilhan Skender, Kailin Tong, Selim Solmaz, Daniel Watzenig

机构 * Embedded Systems Group (Dept.-E)（嵌入式系统组） ； Virtual Vehicle Research GmbH（虚拟车辆研究公司） ； Control Systems Group (Dept.-E)（控制系统组） ； Institute of Visual Computing（视觉计算研究所） ； Graz University of Technology（格拉茨技术大学） 纠错

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

Comments Accepted for presentation at the 2025 IEEE International Automated Vehicle Validation Conference (IAVVC 2025). Final version to appear in IEEE Xplore

Beyond Quantity: Distribution-Aware Labeling for Visual Grounding

Yichi Zhang, Gongwei Chen, Jun Zhu, Jia Wan, Liqiang Nie

机构 * Harbin Institute of Technology, Shenzhen（哈尔滨工业大学（深圳）） 纠错

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

Comments 18pages, 8figures

Case Law Grounding: Using Precedents to Align Decision-Making for Humans and AI

Quan Ze Chen, Amy X. Zhang

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

Comments Accepted at ACM Collective Intelligence 2025

Efficiently Disentangling CLIP for Multi-Object Perception

Samyak Rawlekar, Yujun Cai, Yiwei Wang, Ming-Hsuan Yang, Narendra Ahuja

机构 * UIUC（伊利诺伊大学厄巴纳-香槟分校） ； University of Queensland（昆士兰大学） ； UC Merced（加州大学默塞德分校） ； Yonsei University（延世大学） 纠错

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

NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining

Maksim Kuprashevich, Grigorii Alekseenko, Irina Tolstykh, Georgii Fedorov, Bulat Suleimanov, Vladimir Dokholyan, Aleksandr Gordeev

机构 * R&D Department, SALUTEDEV（SALUTEDEV 研发部） 纠错

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

InstructVTON: Optimal Auto-Masking and Natural-Language-Guided Interactive Style Control for Inpainting-Based Virtual Try-On

Julien Han, Shuwen Qiu, Qi Li, Xingzi Xu, Mehmet Saygin Seyfioglu, Kavosh Asadi, Karim Bouyarmane

机构 * Amazon（亚马逊公司） ； University of California, Los Angeles (UCLA)（加州大学洛杉矶分校） ； Duke University（杜克大学） 纠错

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

Comments Submitted to CVPR 2025 and Published at CVPR 2025 AI for Content Creation workshop

AHA -- Predicting What Matters Next: Online Highlight Detection Without Looking Ahead

Aiden Chang, Celso De Melo, Stephanie M. Lukin

机构 * University of Southern California（南加州大学） ； DEVCOM Army Research Laboratory（陆军研究实验室） 纠错

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

Comments Accepted at NeurIPS 2025, 32 pages, 5 figures

Instance-aware Image Colorization with Controllable Textual Descriptions and Segmentation Masks

Yanru An, Ling Gui, Chunlei Cai, Tianxiao Ye, JIangchao Yao, Guangtao Zhai, Qiang Hu, Xiaoyun Zhang

机构 * Shanghai Jiao Tong University（上海交通大学） 纠错

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

Lightweight Modular Parameter-Efficient Tuning for Open-Vocabulary Object Detection

Bilal Faye, Hanane Azzag, Mustapha Lebbah

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

AI-driven formative assessment and adaptive learning in data-science education: Evaluating an LLM-powered virtual teaching assistant

Fadjimata I Anaroua, Qing Li, Yan Tang, Hong P. Liu

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

A Decision Theoretic Framework for Measuring AI Reliance

Ziyang Guo, Yifan Wu, Jason Hartline, Jessica Hullman

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