视觉大模型 / VLM - arXivDaily 专题

2508.09225 2025-08-14 eess.IV cs.AI cs.CV 84%

AMRG: Extend Vision Language Models for Automatic Mammography Report Generation

Nak-Jun Sung, Donghyun Lee, Bo Hwa Choi, Chae Jung Park

机构 * Research Institute, National Cancer Center Korea（韩国国家癌症中心研究所）； Department of Radiology, National Cancer Center Korea（韩国国家癌症中心放射科）

专题命中 VLM训练与架构：vision language model(title)；vision-language model(abstract)；VLM(abstract)；分类 cs.CV、cs.AI

2505.17619 2025-08-14 cs.CV 83%

CAS-IQA: Teaching Vision-Language Models for Synthetic Angiography Quality Assessment

Bo Wang, De-Xing Huang, Xiao-Hu Zhou, Mei-Jiang Gui, Nu-Fang Xiao, Jian-Long Hao, Ming-Yuan Liu, Zeng-Guang Hou

机构 * State Key Laboratory of Multimodal Artificial Intelligence Systems（多模态人工智能系统国家重点实验室）； Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所）； University of Chinese Academy of Sciences（中国科学院大学）； University of Science and Technology Beijing（北京科技大学）； Hunan University of Science and Technology（湖南科技大学）； Shanxi University of Finance and Economics（山西财经大学）； Beijing Friendship Hospital, Capital Medical University（首都医科大学北京友谊医院）

专题命中 VLM训练与架构：vision-language model(title,abstract)；VLM(abstract)；分类 cs.CV

Comments Camera ready version for ICONIP 2025

2504.19860 2025-08-14 cs.CV 83%

CoherenDream: Boosting Holistic Text Coherence in 3D Generation via Multimodal Large Language Models Feedback

Chenhan Jiang, Yihan Zeng, Dit-Yan Yeung

专题命中 VLM训练与架构：multimodal large language model(title,abstract)；MLLM(abstract)；分类 cs.CV

2410.00332 2025-08-14 cs.AI q-bio.NC 79%

Vision Language Models Know Law of Conservation without Understanding More-or-Less

Dezhi Luo, Haiyun Lyu, Qingying Gao, Haoran Sun, Yijiang Li, Hokin Deng

机构 * University of Michigan（密歇根大学）； University of North Carolina at Chapel Hill（北卡罗来纳大学教堂山分校）； Johns Hopkins University（约翰霍普金斯大学）； University of California, San Diego（加州大学圣地亚哥分校）； Carnegie Mellon University（卡内基梅隆大学）

专题命中 VLM训练与架构：vision language model(title,abstract)；分类 cs.AI

Comments Published at the ICLR 2025 Workshop on Bidirectional Human-AI Alignment (BiAlign)

2301.12429 2025-08-14 cs.CV 74%

Debiased Fine-Tuning for Vision-language Models by Prompt Regularization

Beier Zhu, Yulei Niu, Saeil Lee, Minhoe Hur, Hanwang Zhang

机构 * NTU（国立新加坡大学）

专题命中 VLM训练与架构：vision-language model(title)；分类 cs.CV

Comments AAAI2023 accepted

2205.14865 2025-08-14 cs.CV 70%

Prompt-aligned Gradient for Prompt Tuning

Beier Zhu, Yulei Niu, Yucheng Han, Yue Wu, Hanwang Zhang

机构 * Nanyang Technological University（南洋理工大学）； Columbia University（哥伦比亚大学）； Damo Academy, Alibaba Group（阿里集团大模型学院）

专题命中 VLM训练与架构：vision-language model(abstract)；VLM(abstract)；分类 cs.CV

Comments ICCV2023

2508.09199 2025-08-14 cs.CV cs.AI cs.CL 62%

$Δ$-AttnMask: Attention-Guided Masked Hidden States for Efficient Data Selection and Augmentation

Jucheng Hu, Suorong Yang, Dongzhan Zhou

专题命中 VLM训练与架构：vision-language model(abstract)；分类 cs.CV、cs.AI

2410.14332 2025-08-14 cs.CV 57%

ViCToR: Improving Visual Comprehension via Token Reconstruction for Pretraining LMMs

Yin Xie, Kaicheng Yang, Peirou Liang, Xiang An, Yongle Zhao, Yumeng Wang, Ziyong Feng, Roy Miles, Ismail Elezi, Jiankang Deng

专题命中 VLM训练与架构：LLaVA(abstract)；分类 cs.CV

Comments 10 pages, 6 figures, 5 tables

1. VLM训练与架构 8 篇