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。

2025-10-28 至 2025-10-28 共收录 7 篇信号源：cs.CV, cs.AI, cs.LG

1. 幻觉与鲁棒性 7 篇

2502.12520 2025-10-28 cs.CV 85%

SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning

Junkai Chen, Zhijie Deng, Kening Zheng, Yibo Yan, Shuliang Liu, PeiJun Wu, Peijie Jiang, Jia Liu, Xuming Hu

机构 * The Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州））； The Hong Kong University of Science and Technology（香港科技大学）； Southeast University（东南大学）； Ant Group, Alibaba（蚂蚁集团）

专题命中幻觉与鲁棒性：multimodal large language model(title,abstract)；LLaVA(abstract)；MLLM(abstract)；分类 cs.CV

2510.22045 2025-10-28 cs.CV cs.AI 84%

VLM-SlideEval: Evaluating VLMs on Structured Comprehension and Perturbation Sensitivity in PPT

Hyeonsu Kang, Emily Bao, Anjan Goswami

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

Comments 39th Conference on Neural Information Processing Systems (NeurIPS 2025) Workshop: Evaluating the Evolving LLM Lifecycle - Benchmarks, Emergent Abilities, and Scaling

2510.21906 2025-10-28 cs.NE cs.AI 83%

Structure-Aware Cooperative Ensemble Evolutionary Optimization on Combinatorial Problems with Multimodal Large Language Models

Jie Zhao, Kang Hao Cheong

机构 * School of Physical and Mathematical Sciences, Nanyang Technological University（南洋理工大学物理与数学科学学院）； College of Computing and Data Science, Nanyang Technological University（南洋理工大学计算与数据科学学院）

专题命中幻觉与鲁棒性：multimodal large language model(title,abstract)；MLLM(abstract)；分类 cs.AI

2510.22785 2025-10-28 cs.CV 79%

Self-Calibrated Consistency can Fight Back for Adversarial Robustness in Vision-Language Models

Jiaxiang Liu, Jiawei Du, Xiao Liu, Prayag Tiwari, Mingkun Xu

机构 * Guangdong Institute of Intelligence Science and Technology（广东智能科学与技术研究院）； Agency for Science, Technology and Research（科技研究局）； School of Information Technology（信息技术学院）

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

2505.19911 2025-10-28 cs.CV 79%

Attention! Your Vision Language Model Could Be Maliciously Manipulated

Xiaosen Wang, Shaokang Wang, Zhijin Ge, Yuyang Luo, Shudong Zhang

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

Comments NeurIPS 2025

2407.11654 2025-10-28 cs.LG cs.AI eess.SP 62%

R-SFLLM: Jamming Resilient Framework for Split Federated Learning with Large Language Models

Aladin Djuhera, Vlad C. Andrei, Xinyang Li, Ullrich J. Mönich, Holger Boche, Walid Saad

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

Journal ref IEEE Transactions on Information Forensics and Security (Volume: 20), 2025

2510.23217 2025-10-28 cs.CL cs.AI 57%

Process Reward Models for Sentence-Level Verification of LVLM Radiology Reports

Alois Thomas, Maya Varma, Jean-Benoit Delbrouck, Curtis P. Langlotz

机构 * AIMI Center Stanford University（AIMI中心斯坦福大学）

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