视觉大模型 / VLM

Grounding DINO-US-SAM: Text-Prompted Multi-Organ Segmentation in Ultrasound with LoRA-Tuned Vision-Language Models

Hamza Rasaee, Taha Koleilat, Hassan Rivaz

机构 * Department of Electrical and Computer Engineering, Concordia University（电气与计算机工程系，康科迪亚大学） 纠错

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

Comments 11 pages, 3 figures, 7 tables

Journal ref IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, Sept. 2025

GeoChain: Multimodal Chain-of-Thought for Geographic Reasoning

Sahiti Yerramilli, Nilay Pande, Rynaa Grover, Jayant Sravan Tamarapalli

机构 * Google（谷歌） ； Waymo 纠错

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

Large Language Models for Crash Detection in Video: A Survey of Methods, Datasets, and Challenges

Sanjeda Akter, Ibne Farabi Shihab, Anuj Sharma

机构 * Department of Computer Science, Iowa State University（计算机科学系，爱荷华州立大学） ； Department of Civil, Construction and Environmental Engineering, Iowa State University（土木、建设与环境工程系，爱荷华州立大学） 纠错

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

"Humor, Art, or Misinformation?": A Multimodal Dataset for Intent-Aware Synthetic Image Detection

Anastasios Skoularikis, Stefanos-Iordanis Papadopoulos, Symeon Papadopoulos, Panagiotis C. Petrantonakis

机构 * Department of Electrical & Computer Engineering, Aristotle University of Thessaloniki（电气与计算机工程系，阿基米德大学塞萨洛尼基分校） ； Information Technology Institute, Centre for Research & Technology Hellas（信息科技研究所，希腊研究中心） 纠错

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

A Systematic Literature Review of Retrieval-Augmented Generation: Techniques, Metrics, and Challenges

Andrew Brown, Muhammad Roman, Barry Devereux

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

Comments 58 page

Large-scale Pre-training for Grounded Video Caption Generation

Evangelos Kazakos, Cordelia Schmid, Josef Sivic

机构 * Czech Institute of Informatics, Robotics and Cybernetics at the Czech Technical University in Prague（捷克信息技术、机器人与自动化研究所（捷克技术大学）） ； Inria, École normale supérieure, CNRS, PSL Research University（法国国家信息与自动化研究所、法国高等师范学校、法国国家科学研究中心、巴黎-萨克勒大学） 纠错

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

Comments Accepted at ICCV 2025. Erratum: An earlier version reported ablations (Table 6 & Fig. 6) with pre-training on a 50k subset of HowToGround1M + fine-tuning on iGround. In the ICCV camera-ready, Table 6 already used the full dataset, but Fig. 6 and a sentence in the text were mistakenly left on 50k. All now use the full HowToGround1M