视觉大模型 / VLM

Strategic Fusion of Vision Language Models: Shapley-Credited Context-Aware Dawid-Skene for Multi-Label Tasks in Autonomous Driving

Yuxiang Feng, Keyang Zhang, Hassane Ouchouid, Ashwil Kaniamparambil, Ioannis Souflas, Panagiotis Angeloudis

机构 * Centre for Transport Engineering and Modelling, Department of Civil and Environmental Engineering, Imperial College London（交通工程与建模中心，土木与环境工程系，帝国理工学院伦敦分校） ； ELM Europe（ELM欧洲） 纠错

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

Comments 8 pages

PCoreSet: Effective Active Learning through Knowledge Distillation from Vision-Language Models

Seongjae Kang, Dong Bok Lee, Hyungjoon Jang, Dongseop Kim, Sung Ju Hwang

机构 * VUNO Inc.（VUNO公司） ； KAIST（韩国科学技术院） 纠错

专题命中 幻觉与鲁棒性 ：vision-language model(title,abstract)；分类 cs.AI、cs.LG

Comments 39 pages, 25 figures, preprint

LVLMs as inspectors: an agentic framework for category-level structural defect annotation

Sheng Jiang, Yuanmin Ning, Bingxi Huang, Peiyin Chen, Zhaohui Chen

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