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。

2025-10-27 至 2025-10-27 共收录 6 篇信号源：cs.CV, cs.AI, cs.LG

1. 其他VLM 6 篇

2306.13394 2025-10-27 cs.CV 83%

MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models

Chaoyou Fu, Peixian Chen, Yunhang Shen, Yulei Qin, Mengdan Zhang, Xu Lin, Jinrui Yang, Xiawu Zheng, Ke Li, Xing Sun, Yunsheng Wu, Rongrong Ji, Caifeng Shan, Ran He

机构 * State Key Laboratory for Novel Software Technology, Nanjing University（南京大学新型软件技术国家重点实验室）； School of Intelligence Science and Technology, Nanjing University（南京大学智能科学与技术学院）； Tencent Youtu Lab（腾讯优图实验室）； Xiamen University（厦门大学）； CASIA（中国科学院自动化研究所）

专题命中其他VLM ：multimodal large language model(title,abstract)；MLLM(abstract)；分类 cs.CV

Comments NeurIPS DB 2025 Spotlight, Project Page: https://github.com/BradyFU/Awesome-Multimodal-Large-Language-Models/tree/Evaluation

2510.21175 2025-10-27 cs.AI 79%

Memory-Free Continual Learning with Null Space Adaptation for Zero-Shot Vision-Language Models

Yujin Jo, Taesup Kim

专题命中其他VLM ：vision-language model(title,abstract)；分类 cs.AI

2510.21214 2025-10-27 cs.CR 78%

Enhanced MLLM Black-Box Jailbreaking Attacks and Defenses

Xingwei Zhong, Kar Wai Fok, Vrizlynn L. L. Thing

专题命中其他VLM ：MLLM(title)；multimodal large language model(abstract)

2501.01957 2025-10-27 cs.CV cs.SD eess.AS 72%

VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction

Chaoyou Fu, Haojia Lin, Xiong Wang, Yi-Fan Zhang, Yunhang Shen, Xiaoyu Liu, Haoyu Cao, Zuwei Long, Heting Gao, Ke Li, Long Ma, Xiawu Zheng, Rongrong Ji, Xing Sun, Caifeng Shan, Ran He

机构 * State Key Laboratory for Novel Software Technology, Nanjing University（南京大学新型软件技术国家重点实验室）； School of Intelligence Science and Technology, Nanjing University（南京大学智能科学与技术学院）； Tencent Youtu Lab（腾讯优图实验室）； XMU（厦门大学）； CASIA（中国科学院自动化研究所）

专题命中其他VLM ：MLLM(abstract,comments)；multimodal large language model(abstract)；分类 cs.CV

Comments NeurIPS 2025 Spotlight, Code 2.4K Stars: https://github.com/VITA-MLLM/VITA

2510.21121 2025-10-27 cs.RO cs.AI 57%

Generalizable Hierarchical Skill Learning via Object-Centric Representation

Haibo Zhao, Yu Qi, Boce Hu, Yizhe Zhu, Ziyan Chen, Heng Tian, Xupeng Zhu, Owen Howell, Haojie Huang, Robin Walters, Dian Wang, Robert Platt

专题命中其他VLM ：vision-language model(abstract)；分类 cs.AI

2506.15745 2025-10-27 eess.IV cs.LG 57%

InfiniPot-V: Memory-Constrained KV Cache Compression for Streaming Video Understanding

Minsoo Kim, Kyuhong Shim, Jungwook Choi, Simyung Chang

专题命中其他VLM ：multimodal large language model(abstract)；分类 cs.LG

Comments NeurIPS 2025