视觉大模型 / VLM

Multimedia Verification Through Multi-Agent Deep Research Multimodal Large Language Models

Huy Hoan Le, Van Sy Thinh Nguyen, Thi Le Chi Dang, Vo Thanh Khang Nguyen, Truong Thanh Hung Nguyen, Hung Cao

机构 * University of New Brunswick（新 Brunswick大学） ； Institute for Clarity in Documentation（文档清晰研究所） ； Inria Paris-Rocquencourt（巴黎-罗克琴特研究所） ； Rajiv Gandhi University（拉贾·甘地大学） ； Tsinghua University（清华大学） ； Palmer Research Laboratories（帕勒尔研究实验室） 纠错

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

Comments 33rd ACM International Conference on Multimedia (MM'25) Grand Challenge on Multimedia Verification

Sanitizing Manufacturing Dataset Labels Using Vision-Language Models

Nazanin Mahjourian, Vinh Nguyen

机构 * Department of Mechanical Engineering - Engineering Mechanics（机械工程系） 纠错

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

Quantifying Cross-Modality Memorization in Vision-Language Models

Yuxin Wen, Yangsibo Huang, Tom Goldstein, Ravi Kumar, Badih Ghazi, Chiyuan Zhang

机构 * University of Maryland, College Park（马里兰大学学院公园分校） 纠错

专题命中 其他VLM ：vision-language model(title,abstract)；分类 cs.CV、cs.LG

Visual Attention Never Fades: Selective Progressive Attention ReCalibration for Detailed Image Captioning in Multimodal Large Language Models

Mingi Jung, Saehyung Lee, Eunji Kim, Sungroh Yoon

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

Comments ICML 2025

Cultural Awareness in Vision-Language Models: A Cross-Country Exploration

Avinash Madasu, Vasudev Lal, Phillip Howard

机构 * Intel Labs（英特尔实验室） ； Thoughtworks 纠错

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

Efficient and Comprehensive Feature Extraction in Large Vision-Language Model for Pathology Analysis

Shengxuming Zhang, Weihan Li, Tianhong Gao, Jiacong Hu, Haoming Luo, Xiuming Zhang, Jing Zhang, Mingli Song, Zunlei Feng

机构 * School of Software Technology, Zhejiang University（浙江大学软件技术学院） ； College of Computer Science and Technology, Zhejiang University（浙江大学计算机科学与技术学院） ； First Affiliated Hospital, College of Medicine, Zhejiang University（浙江大学医学院第一附属医院） 纠错

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

Vision language models have difficulty recognizing virtual objects

Tyler Tran, Sangeet Khemlani, J. G. Trafton

机构 * US Naval Research Laboratory（美国海军研究实验室） 纠错

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

Biomed-DPT: Dual Modality Prompt Tuning for Biomedical Vision-Language Models

Wei Peng, Kang Liu, Jianchen Hu, Meng Zhang

机构 * School of Future Technology（未来技术学院） ； Xi’an Jiaotong University（西安交通大学） ； School of Automation Science and Engineering（自动化科学与工程学院） 纠错

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

Probing and Inducing Combinational Creativity in Vision-Language Models

Yongqian Peng, Yuxi Ma, Mengmeng Wang, Yuxuan Wang, Yizhou Wang, Chi Zhang, Yixin Zhu, Zilong Zheng

机构 * Institute for Artificial Intelligence, Peking University（北京大学人工智能研究院） ； Yuanpei College, Peking University（北京大学元培学院） ； State Key Laboratory of General Artificial Intelligence, BIGAI（人工智能通用基础理论国家重点实验室） ； Center on Frontiers of Computing Studies, School of Computer Science, Peking University（计算机科学学院前沿计算研究中心） 纠错

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

Comments Project page: https://ppyyqq.github.io/aicc/ The first two authors contribute equally

Can Vision-Language Models Understand and Interpret Dynamic Gestures from Pedestrians? Pilot Datasets and Exploration Towards Instructive Nonverbal Commands for Cooperative Autonomous Vehicles

Tonko E. W. Bossen, Andreas Møgelmose, Ross Greer

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

Avoid Wasted Annotation Costs in Open-set Active Learning with Pre-trained Vision-Language Model

Jaehyuk Heo, Pilsung Kang

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

Prompt Tuning with Soft Context Sharing for Vision-Language Models

Kun Ding, Ying Wang, Pengzhang Liu, Qiang Yu, Haojian Zhang, Shiming Xiang, Chunhong Pan

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

Comments 20 pages

ZIP: An Efficient Zeroth-order Prompt Tuning for Black-box Vision-Language Models

Seonghwan Park, Jaehyeon Jeong, Yongjun Kim, Jaeho Lee, Namhoon Lee

专题命中 其他VLM ：vision-language model(title,abstract)；分类 cs.CV、cs.LG

Comments ICLR 2025

LaViC: Adapting Large Vision-Language Models to Visually-Aware Conversational Recommendation

Hyunsik Jeon, Satoshi Koide, Yu Wang, Zhankui He, Julian McAuley

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

RoboFlamingo-Plus: Fusion of Depth and RGB Perception with Vision-Language Models for Enhanced Robotic Manipulation

Sheng Wang

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

VARP: Reinforcement Learning from Vision-Language Model Feedback with Agent Regularized Preferences

Anukriti Singh, Amisha Bhaskar, Peihong Yu, Souradip Chakraborty, Ruthwik Dasyam, Amrit Bedi, Pratap Tokekar

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

Comments 8 pages

Non-autoregressive Sequence-to-Sequence Vision-Language Models

Kunyu Shi, Qi Dong, Luis Goncalves, Zhuowen Tu, Stefano Soatto

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

Comments Accepted to CVPR 2024

Towards Large-scale Chemical Reaction Image Parsing via a Multimodal Large Language Model

Yufan Chen, Ching Ting Leung, Jianwei Sun, Yong Huang, Linyan Li, Hao Chen, Hanyu Gao

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

Vision Language Models in Medicine

Beria Chingnabe Kalpelbe, Angel Gabriel Adaambiik, Wei Peng

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

Attribute-based Visual Reprogramming for Vision-Language Models

Chengyi Cai, Zesheng Ye, Lei Feng, Jianzhong Qi, Feng Liu

专题命中 其他VLM ：vision-language model(title,abstract)；分类 cs.CV、cs.LG

InsightVision: A Comprehensive, Multi-Level Chinese-based Benchmark for Evaluating Implicit Visual Semantics in Large Vision Language Models

Xiaofei Yin, Yijie Hong, Ya Guo, Yi Tu, Weiqiang Wang, Gongshen Liu, Huijia zhu

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

Comments 19 pages, 10 figures

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Tianwei Lin, Wenqiao Zhang, Sijing Li, Yuqian Yuan, Binhe Yu, Haoyuan Li, Wanggui He, Hao Jiang, Mengze Li, Xiaohui Song, Siliang Tang, Jun Xiao, Hui Lin, Yueting Zhuang, Beng Chin Ooi

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

Comments Comments: added project page

Advancing General Multimodal Capability of Vision-language Models with Pyramid-descent Visual Position Encoding

Zhanpeng Chen, Mingxiao Li, Ziyang Chen, Nan Du, Xiaolong Li, Yuexian Zou

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

VLind-Bench: Measuring Language Priors in Large Vision-Language Models

Kang-il Lee, Minbeom Kim, Seunghyun Yoon, Minsung Kim, Dongryeol Lee, Hyukhun Koh, Kyomin Jung

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

Comments NAACL 2025 Findings

A-VL: Adaptive Attention for Large Vision-Language Models

Junyang Zhang, Mu Yuan, Ruiguang Zhong, Puhan Luo, Huiyou Zhan, Ningkang Zhang, Chengchen Hu, Xiangyang Li

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

Comments AAAI 2025 Accepted

Boosting Multimodal Large Language Models with Visual Tokens Withdrawal for Rapid Inference

Zhihang Lin, Mingbao Lin, Luxi Lin, Rongrong Ji

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

Global Semantic-Guided Sub-image Feature Weight Allocation in High-Resolution Large Vision-Language Models

Yuxuan Liang, Xu Li, Xiaolei Chen, Haotian Chen, Yi Zheng, Chenghang Lai, Bin Li, Xiangyang Xue

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

Comments 10 pages, 10 figures and tables

II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models

Ziqiang Liu, Feiteng Fang, Xi Feng, Xinrun Du, Chenhao Zhang, Zekun Wang, Yuelin Bai, Qixuan Zhao, Liyang Fan, Chengguang Gan, Hongquan Lin, Jiaming Li, Yuansheng Ni, Haihong Wu, Yaswanth Narsupalli, Zhigang Zheng, Chengming Li, Xiping Hu, Ruifeng Xu, Xiaojun Chen, Min Yang, Jiaheng Liu, Ruibo Liu, Wenhao Huang, Ge Zhang, Shiwen Ni

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

Comments 100 pages, 82 figures, add citations

ScImage: How Good Are Multimodal Large Language Models at Scientific Text-to-Image Generation?

Leixin Zhang, Steffen Eger, Yinjie Cheng, Weihe Zhai, Jonas Belouadi, Christoph Leiter, Simone Paolo Ponzetto, Fahimeh Moafian, Zhixue Zhao

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

Generative Visual Communication in the Era of Vision-Language Models

Yael Vinker

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

Comments PhD Thesis