视觉大模型 / VLM

MiniGPT-Pancreas: Multimodal Large Language Model for Pancreas Cancer Classification and Detection

Andrea Moglia, Elia Clement Nastasio, Luca Mainardi, Pietro Cerveri

机构 * Department of Electronics, Information, and Bioengineering（电子、信息与生物工程系） ； Polytechnic University of Milan（米兰理工学院） ； Department of Industrial, and Information Engineering（工业与信息工程系） ； University of Pavia（帕维亚大学） 纠错

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

Journal ref Moglia, A., Nastasio, E.C., Mainardi, L. et al. MiniGPT-Pancreas: Multimodal Large Language Model for Pancreas Cancer Observation and Localization in CT Images. J Healthc Inform Res (2025)

Error-Driven Scene Editing for 3D Grounding in Large Language Models

Yue Zhang, Zun Wang, Han Lin, Jialu Li, Jianing Yang, Yonatan Bitton, Idan Szpektor, Mohit Bansal

机构 * UNC Chapel Hill（北卡罗来纳大学教堂山分校） ； University of Michigan（密歇根大学） ； Google Research（谷歌研究） 纠错

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

Comments Code: https://github.com/zhangyuejoslin/Deer-3D

Start Small, Think Big: Curriculum-based Relative Policy Optimization for Visual Grounding

Qingyang Yan, Guangyao Chen, Yixiong Zou

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

Comments AAAI 2026 (Oral)

Unlocking the Forgery Detection Potential of Vanilla MLLMs: A Novel Training-Free Pipeline

Rui Zuo, Qinyue Tong, Zhe-Ming Lu, Ziqian Lu

机构 * Zhejiang University（浙江大学） ； Zhejiang Sci-Tech University（浙江科技学院） 纠错

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

Explaining Similarity in Vision-Language Encoders with Weighted Banzhaf Interactions

Hubert Baniecki, Maximilian Muschalik, Fabian Fumagalli, Barbara Hammer, Eyke Hüllermeier, Przemyslaw Biecek

机构 * University of Warsaw（华沙大学） ； Warsaw University of Technology（华沙理工大学） ； LMU Munich（慕尼黑大学） ； MCML ； DFKI（德累斯顿大学） ； Bielefeld University（比勒菲尔德大学） 纠错

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

Comments NeurIPS 2025. Code: https://github.com/hbaniecki/fixlip

HiEAG: Evidence-Augmented Generation for Out-of-Context Misinformation Detection

Junjie Wu, Yumeng Fu, Nan Yu, Guohong Fu

机构 * School of Computer Science and Technology, Soochow University（苏州大学计算机科学与技术学院） ； Institute of Artificial Intelligence, Soochow University（苏州大学人工智能研究院） ； School of Computer Science and Technology, Harbin Institute of Technology（哈尔滨工业大学计算机科学与技术学院） 纠错

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

Multi-Agent VLMs Guided Self-Training with PNU Loss for Low-Resource Offensive Content Detection

Han Wang, Deyi Ji, Junyu Lu, Lanyun Zhu, Hailong Zhang, Haiyang Wu, Liqun Liu, Peng Shu, Roy Ka-Wei Lee

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

Comments 8 pages, 4 figures, Fortieth AAAI Conference on Artificial Intelligence (AAAI-26)

Sa2VA-i: Improving Sa2VA Results with Consistent Training and Inference

Alexey Nekrasov, Ali Athar, Daan de Geus, Alexander Hermans, Bastian Leibe

机构 * RWTH Aachen University（亚琛工业大学） ； Eindhoven University of Technology（埃因霍温理工大学） 纠错

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

Large Language Models and 3D Vision for Intelligent Robotic Perception and Autonomy

Vinit Mehta, Charu Sharma, Karthick Thiyagarajan

机构 * Machine Learning Lab IIIT Hyderabad（IIIT Hyderabad 机器学习实验室） ； SensR Lab Western Sydney University（Western Sydney University SensR实验室） 纠错

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

Comments 45 pages, 15 figures, MDPI Sensors Journal

Journal ref Sensors 2025, 25(20), 6394

Contextual Learning for Anomaly Detection in Tabular Data

Spencer King, Zhilu Zhang, Ruofan Yu, Baris Coskun, Wei Ding, Qian Cui

机构 * Amazon Web Services, Seattle, WA, USA（亚马逊网络服务，西雅图，WA，USA） 纠错

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

Comments Submitted to TMLR. 26 pages, 4 figures, 8 tables, 1 algorithm, 8 datasets, contextual anomaly detection framework for tabular data