AI 大模型

视觉大模型 / VLM

视觉语言模型、视觉推理、视觉问答、图文理解和视觉 grounding。

2025-10-03 至 2025-10-03 共收录 4 篇信号源：cs.CV, cs.AI, cs.LG

1. 幻觉与鲁棒性 4 篇

2508.04677 2025-10-03 cs.CV 74%

Robust Prompt Tuning for Vision-Language Models with Mild Semantic Noise

Yansheng Gao, Yufei Zheng, Shengsheng Wang

机构 * College of Computer Science and Technology, Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University（计算机科学与技术学院、教育部符号计算与知识工程重点实验室、吉林大学）； College of Software, Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University（软件学院、教育部符号计算与知识工程重点实验室、吉林大学）

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

2505.00015 2025-10-03 cs.CL 71%

Design and Application of Multimodal Large Language Model Based System for End to End Automation of Accident Dataset Generation

MD Thamed Bin Zaman Chowdhury, Moazzem Hossain

专题命中幻觉与鲁棒性：multimodal large language model(title)

Comments This paper is accepted for presentation in TRB annual meeting 2026. The version presented here is the preprint version before peer review process

2510.01649 2025-10-03 cs.LG cs.AI 62%

Source-Free Cross-Domain Continual Learning

Muhammad Tanzil Furqon, Mahardhika Pratama, Igor Škrjanc, Lin Liu, Habibullah Habibullah, Kutluyil Dogancay

机构 * STEM, University of South Australia（南澳大利亚大学STEM学院）； Faculty of Electrical and Computer Engineering, University of Ljubljana（卢布尔雅那大学电气与计算机工程学院）

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

2510.01929 2025-10-03 cs.CL 50%

Inverse Language Modeling towards Robust and Grounded LLMs

Davide Gabrielli, Simone Sestito, Iacopo Masi

机构 * Sapienza University of Rome（罗马萨皮恩扎大学）； OmnAI Lab（OmnAI实验室）

专题命中幻觉与鲁棒性：grounding(abstract)