视觉大模型 / VLM

An Empirical Study of Federated Prompt Learning for Vision Language Model

Zhihao Wang, Wenke Huang, Tian Chen, Zekun Shi, Guancheng Wan, Yu Qiao, Bin Yang, Jian Wang, Bing Li, Mang Ye

机构 * School of Computer Science, Wuhan University（武汉大学计算机学院） ； Zhongguancun Laboratory, China（中关村实验室） 纠错

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

Calibration-Aware Prompt Learning for Medical Vision-Language Models

Abhishek Basu, Fahad Shamshad, Ashshak Sharifdeen, Karthik Nandakumar, Muhammad Haris Khan

机构 * Department of Computer Vision, Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)（计算机视觉系，Mohamed bin Zayed人工智能大学） ； Department of Computer Science and Engineering, Michigan State University (MSU)（计算机科学与工程系，密歇根州立大学） 纠错

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

Comments Accepted in BMVC 2025

VisMoDAl: Visual Analytics for Evaluating and Improving Corruption Robustness of Vision-Language Models

Huanchen Wang, Wencheng Zhang, Zhiqiang Wang, Zhicong Lu, Yuxin Ma

机构 * Southern University of Science and Technology（南方科技大学） ； City University of Hong Kong（香港城市大学） ； George Mason University（乔治·马歇尔大学） 纠错

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

Comments 11 pages, 7 figures, 1 table, accepted to IEEE VIS 2025 (IEEE Transactions on Visualization and Computer Graphics)

Mouse vs. AI: A Neuroethological Benchmark for Visual Robustness and Neural Alignment

Marius Schneider, Joe Canzano, Jing Peng, Yuchen Hou, Spencer LaVere Smith, Michael Beyeler

专题命中 幻觉与鲁棒性 ：grounding(abstract)