视觉大模型 / VLM - arXivDaily 专题

2502.14638 2025-02-21 cs.CL cs.CV 79%

NAVIG: Natural Language-guided Analysis with Vision Language Models for Image Geo-localization

Zheyuan Zhang, Runze Li, Tasnim Kabir, Jordan Boyd-Graber

机构 * Tsinghua University（清华大学）； Nanjing University（南京大学）； University of Maryland（马里兰大学）

专题命中视觉定位与Grounding ：vision language model(title,abstract)；分类 cs.CV

2312.00663 2025-02-20 cs.CV cs.RO 79%

Generalized Robot 3D Vision-Language Model with Fast Rendering and Pre-Training Vision-Language Alignment

Kangcheng Liu, Yong-Jin Liu, Baoquan Chen

机构 * California Institute of Technology (Caltech)（加州理工学院）； Tsinghua University（清华大学）； Peking University（北京大学）

专题命中视觉定位与Grounding ：vision-language model(title,abstract)；分类 cs.CV

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence, Manuscript Info: 17 Pages, 13 Figures, and 6 Tables

2502.12917 2025-02-19 cs.CV 79%

Contrast-Unity for Partially-Supervised Temporal Sentence Grounding

Haicheng Wang, Chen Ju, Weixiong Lin, Chaofan Ma, Shuai Xiao, Ya Zhang, Yanfeng Wang

机构 * Taobao & Tmall Group of Alibaba（阿里巴巴淘宝天猫集团）； School of Artificial Intelligence, Shanghai Jiao Tong University（上海交通大学人工智能学院）； CMIC, Shanghai Jiao Tong University（上海交通大学CMIC（媒体与通信工程中心））

专题命中视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV

Comments Accepted by ICASSP 2025.The first two authors share the same contribution. arXiv admin note: text overlap with arXiv:2302.09850

2502.10455 2025-02-18 cs.LG cs.MM 79%

E2LVLM:Evidence-Enhanced Large Vision-Language Model for Multimodal Out-of-Context Misinformation Detection

Junjie Wu, Yumeng Fu, Nan Yu, Guohong Fu

机构 * School of Computer Science and Technology, Soochow University（苏州大学计算机科学与技术学院）； Institute of Artificial Intelligence, Soochow University（苏州大学人工智能研究院）； School of Computer Science and Technology, Harbin Institute of Technology（哈尔滨工业大学计算机科学与技术学院）

专题命中视觉定位与Grounding ：vision-language model(title,abstract)；分类 cs.LG

2408.17207 2025-02-13 cs.CV cs.RO 79%

NanoMVG: USV-Centric Low-Power Multi-Task Visual Grounding based on Prompt-Guided Camera and 4D mmWave Radar

Runwei Guan, Jianan Liu, Liye Jia, Haocheng Zhao, Shanliang Yao, Xiaohui Zhu, Ka Lok Man, Eng Gee Lim, Jeremy Smith, Yutao Yue

机构 * University of Liverpool（利物浦大学）； Xi’an Jiaotong-Liverpool University（西交利物浦大学）； Momoni AI ； HKUST (GZ)（香港科技大学（广州））

专题命中视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV

Comments 8 pages, 6 figures

2405.13382 2025-02-04 cs.CV 79%

VTG-LLM: Integrating Timestamp Knowledge into Video LLMs for Enhanced Video Temporal Grounding

Yongxin Guo, Jingyu Liu, Mingda Li, Dingxin Cheng, Xiaoying Tang, Dianbo Sui, Qingbin Liu, Xi Chen, Kevin Zhao

机构 * Tencent PCG（腾讯平台与内容事业群）

专题命中视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV

Comments AAAI 2025

2501.17654 2025-01-30 cs.CL cs.AI 79%

Exploring Vision Language Models for Multimodal and Multilingual Stance Detection

Jake Vasilakes, Carolina Scarton, Zhixue Zhao

专题命中视觉定位与Grounding ：vision language model(title)；vision-language model(abstract)；分类 cs.AI

Comments Submitted to the International AAAI Conference on Web and Social Media (ICWSM) 2025

2501.13925 2025-01-24 cs.CV 79%

GeoPixel: Pixel Grounding Large Multimodal Model in Remote Sensing

Akashah Shabbir, Mohammed Zumri, Mohammed Bennamoun, Fahad S. Khan, Salman Khan

机构 * Mohamed bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学）； Australian National University（澳大利亚国立大学）； The University of Western Australia（西澳大利亚大学）

专题命中视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV

2501.09428 2025-01-17 cs.CV 79%

AugRefer: Advancing 3D Visual Grounding via Cross-Modal Augmentation and Spatial Relation-based Referring

Xinyi Wang, Na Zhao, Zhiyuan Han, Dan Guo, Xun Yang

专题命中视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV

Comments AAAI 2025

2501.04693 2025-01-16 cs.RO cs.AI 79%

Beyond Sight: Finetuning Generalist Robot Policies with Heterogeneous Sensors via Language Grounding

Joshua Jones, Oier Mees, Carmelo Sferrazza, Kyle Stachowicz, Pieter Abbeel, Sergey Levine

机构 * Berkeley AI Research (BAIR)（伯克利人工智能研究院（BAIR））； UC Berkeley（加州大学伯克利分校）

专题命中视觉定位与Grounding ：grounding(title,abstract)；分类 cs.AI

2501.06746 2025-01-15 cs.CV 79%

Diversified Augmentation with Domain Adaptation for Debiased Video Temporal Grounding

Junlong Ren, Gangjian Zhang, Haifeng Sun, Hao Wang

机构 * The Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州））； Beijing University of Posts and Telecommunications（北京邮电大学）

专题命中视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV

Comments Accepted by ICASSP 2025

2501.07396 2025-01-14 cs.CV 79%

Zero-Shot Scene Understanding for Automatic Target Recognition Using Large Vision-Language Models

Yasiru Ranasinghe, Vibashan VS, James Uplinger, Celso De Melo, Vishal M. Patel

机构 * The Johns Hopkins University（约翰斯·霍普金斯大学）； DEVCOM Army Research Laboratory（DEVCOM陆军研究实验室）

专题命中视觉定位与Grounding ：vision-language model(title,abstract)；分类 cs.CV

2501.05228 2025-01-10 cs.CV 79%

Harnessing Large Language and Vision-Language Models for Robust Out-of-Distribution Detection

Pei-Kang Lee, Jun-Cheng Chen, Ja-Ling Wu

专题命中视觉定位与Grounding ：vision-language model(title,abstract)；分类 cs.CV

Comments 9 pages, 4 figures

2501.01416 2025-01-03 cs.CV 79%

Hierarchical Alignment-enhanced Adaptive Grounding Network for Generalized Referring Expression Comprehension

Yaxian Wang, Henghui Ding, Shuting He, Xudong Jiang, Bifan Wei, Jun Liu

专题命中视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV

Comments AAAI 2025

2412.20059 2024-12-31 cs.CV 79%

AI-based Wearable Vision Assistance System for the Visually Impaired: Integrating Real-Time Object Recognition and Contextual Understanding Using Large Vision-Language Models

Mirza Samad Ahmed Baig, Syeda Anshrah Gillani, Shahid Munir Shah, Mahmoud Aljawarneh, Abdul Akbar Khan, Muhammad Hamzah Siddiqui

专题命中视觉定位与Grounding ：vision-language model(title)；vision language model(abstract)；分类 cs.CV

Comments N-A

2412.16723 2024-12-24 cs.CV 79%

Divide and Conquer: Grounding a Bleeding Areas in Gastrointestinal Image with Two-Stage Model

Yu-Fan Lin, Bo-Cheng Qiu, Chia-Ming Lee, Chih-Chung Hsu

专题命中视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV

2411.07870 2024-12-23 cs.CL cs.AI 79%

Trustful LLMs: Customizing and Grounding Text Generation with Knowledge Bases and Dual Decoders

Xiaofeng Zhu, Jaya Krishna Mandivarapu

专题命中视觉定位与Grounding ：grounding(title,abstract)；分类 cs.AI

Journal ref EMNLP CustomNLP4U 2024

2410.22306 2024-12-23 cs.CV 79%

Multi-Object 3D Grounding with Dynamic Modules and Language-Informed Spatial Attention

Haomeng Zhang, Chiao-An Yang, Raymond A. Yeh

专题命中视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV

Comments NeurIPS 2024

2406.00143 2024-12-20 cs.CV 79%

Diversifying Query: Region-Guided Transformer for Temporal Sentence Grounding

Xiaolong Sun, Liushuai Shi, Le Wang, Sanping Zhou, Kun Xia, Yabing Wang, Gang Hua

专题命中视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV

Comments Accepted by AAAI-25. Code is available at https://github.com/TensorsSun/RGTR

2412.04925 2024-12-09 cs.CV 79%

$S^3$: Synonymous Semantic Space for Improving Zero-Shot Generalization of Vision-Language Models

Xiaojie Yin, Qilong Wang, Bing Cao, Qinghua Hu

专题命中视觉定位与Grounding ：vision-language model(title,abstract)；分类 cs.CV

2412.00890 2024-12-03 cs.CV 79%

Exploring Large Vision-Language Models for Robust and Efficient Industrial Anomaly Detection

Kun Qian, Tianyu Sun, Wenhong Wang

专题命中视觉定位与Grounding ：vision-language model(title,abstract)；分类 cs.CV

Comments 14 pages

2407.12066 2024-12-03 cs.CV 79%

Temporally Grounding Instructional Diagrams in Unconstrained Videos

Jiahao Zhang, Frederic Z. Zhang, Cristian Rodriguez, Yizhak Ben-Shabat, Anoop Cherian, Stephen Gould

专题命中视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV

Comments Accepted to WACV'25

2403.03077 2024-12-03 cs.CV 79%

MiKASA: Multi-Key-Anchor & Scene-Aware Transformer for 3D Visual Grounding

Chun-Peng Chang, Shaoxiang Wang, Alain Pagani, Didier Stricker

专题命中视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV

Comments CVPR 2024

2411.19220 2024-12-02 cs.CV cs.MM 79%

Automatic Prompt Generation and Grounding Object Detection for Zero-Shot Image Anomaly Detection

Tsun-Hin Cheung, Ka-Chun Fung, Songjiang Lai, Kwan-Ho Lin, Vincent Ng, Kin-Man Lam

专题命中视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV

Comments Accepted to APSIPA ASC 2024

2407.01400 2024-12-02 cs.CV 79%

GalLoP: Learning Global and Local Prompts for Vision-Language Models

Marc Lafon, Elias Ramzi, Clément Rambour, Nicolas Audebert, Nicolas Thome

专题命中视觉定位与Grounding ：vision-language model(title,abstract)；分类 cs.CV

Journal ref The 18th European Conference on Computer Vision ECCV 2024

2411.17481 2024-11-27 cs.CV 79%

Dual-task Mutual Reinforcing Embedded Joint Video Paragraph Retrieval and Grounding

Mengzhao Wang, Huafeng Li, Yafei Zhang, Jinxing Li, Minghong Xie, Dapeng Tao

专题命中视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV

Comments This work has been accepted with mandatory minor revisions by TMM

2411.16932 2024-11-27 cs.CV 79%

Seq2Time: Sequential Knowledge Transfer for Video LLM Temporal Grounding

Andong Deng, Zhongpai Gao, Anwesa Choudhuri, Benjamin Planche, Meng Zheng, Bin Wang, Terrence Chen, Chen Chen, Ziyan Wu

专题命中视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV

2305.08685 2024-11-20 cs.CV 79%

CLIP-VG: Self-paced Curriculum Adapting of CLIP for Visual Grounding

Linhui Xiao, Xiaoshan Yang, Fang Peng, Ming Yan, Yaowei Wang, Changsheng Xu

专题命中视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV

Comments Accepted by IEEE Transaction on Multimedia (2023), Paper page: https://ieeexplore.ieee.org/abstract/document/10269126. Code are available at https://github.com/linhuixiao/CLIP-VG

2411.07945 2024-11-13 cs.CV 79%

SimBase: A Simple Baseline for Temporal Video Grounding

Peijun Bao, Alex C. Kot

专题命中视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV

Comments Technical report

2410.02742 2024-11-13 cs.CL cs.LG cs.RO 79%

Grounding Large Language Models In Embodied Environment With Imperfect World Models

Haolan Liu, Jishen Zhao

专题命中视觉定位与Grounding ：grounding(title,abstract)；分类 cs.LG

1. 视觉定位与Grounding 7494 篇

NAVIG: Natural Language-guided Analysis with Vision Language Models for Image Geo-localization

Generalized Robot 3D Vision-Language Model with Fast Rendering and Pre-Training Vision-Language Alignment

Contrast-Unity for Partially-Supervised Temporal Sentence Grounding

E2LVLM:Evidence-Enhanced Large Vision-Language Model for Multimodal Out-of-Context Misinformation Detection

NanoMVG: USV-Centric Low-Power Multi-Task Visual Grounding based on Prompt-Guided Camera and 4D mmWave Radar

VTG-LLM: Integrating Timestamp Knowledge into Video LLMs for Enhanced Video Temporal Grounding

Exploring Vision Language Models for Multimodal and Multilingual Stance Detection

GeoPixel: Pixel Grounding Large Multimodal Model in Remote Sensing

AugRefer: Advancing 3D Visual Grounding via Cross-Modal Augmentation and Spatial Relation-based Referring

Beyond Sight: Finetuning Generalist Robot Policies with Heterogeneous Sensors via Language Grounding

Diversified Augmentation with Domain Adaptation for Debiased Video Temporal Grounding

Zero-Shot Scene Understanding for Automatic Target Recognition Using Large Vision-Language Models

Harnessing Large Language and Vision-Language Models for Robust Out-of-Distribution Detection

Hierarchical Alignment-enhanced Adaptive Grounding Network for Generalized Referring Expression Comprehension

AI-based Wearable Vision Assistance System for the Visually Impaired: Integrating Real-Time Object Recognition and Contextual Understanding Using Large Vision-Language Models

Divide and Conquer: Grounding a Bleeding Areas in Gastrointestinal Image with Two-Stage Model

Trustful LLMs: Customizing and Grounding Text Generation with Knowledge Bases and Dual Decoders

Multi-Object 3D Grounding with Dynamic Modules and Language-Informed Spatial Attention

Diversifying Query: Region-Guided Transformer for Temporal Sentence Grounding

$S^3$: Synonymous Semantic Space for Improving Zero-Shot Generalization of Vision-Language Models

Exploring Large Vision-Language Models for Robust and Efficient Industrial Anomaly Detection

Temporally Grounding Instructional Diagrams in Unconstrained Videos

MiKASA: Multi-Key-Anchor & Scene-Aware Transformer for 3D Visual Grounding

Automatic Prompt Generation and Grounding Object Detection for Zero-Shot Image Anomaly Detection

GalLoP: Learning Global and Local Prompts for Vision-Language Models

Dual-task Mutual Reinforcing Embedded Joint Video Paragraph Retrieval and Grounding

Seq2Time: Sequential Knowledge Transfer for Video LLM Temporal Grounding

CLIP-VG: Self-paced Curriculum Adapting of CLIP for Visual Grounding

SimBase: A Simple Baseline for Temporal Video Grounding

Grounding Large Language Models In Embodied Environment With Imperfect World Models