视觉大模型 / VLM - arXivDaily 专题

2510.20244 2025-10-24 cs.CV cs.LG 84%

Empower Words: DualGround for Structured Phrase and Sentence-Level Temporal Grounding

Minseok Kang, Minhyeok Lee, Minjung Kim, Donghyeong Kim, Sangyoun Lee

机构 * Yonsei University（延世大学）； LG Electronics（LG电子）

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

Comments Comments: 28 pages, including appendix. 5 figures. Full version of the NeurIPS 2025 paper

2505.20612 2025-10-24 cs.CV cs.CL cs.LG 84%

Roboflow100-VL: A Multi-Domain Object Detection Benchmark for Vision-Language Models

Peter Robicheaux, Matvei Popov, Anish Madan, Isaac Robinson, Joseph Nelson, Deva Ramanan, Neehar Peri

机构 * Roboflow ； Carnegie Mellon University（卡内基梅隆大学）

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

Comments The first two authors contributed equally. This work has been accepted to the Neural Information Processing Systems (NeurIPS) 2025 Datasets & Benchmark Track. Project Page: https://rf100-vl.org/

2505.23010 2025-10-24 cs.CV 83%

SeG-SR: Integrating Semantic Knowledge into Remote Sensing Image Super-Resolution via Vision-Language Model

Bowen Chen, Keyan Chen, Mohan Yang, Zhengxia Zou, Zhenwei Shi

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

2505.19678 2025-10-24 cs.CL cs.CV 79%

Grounding Language with Vision: A Conditional Mutual Information Calibrated Decoding Strategy for Reducing Hallucinations in LVLMs

Hao Fang, Changle Zhou, Jiawei Kong, Kuofeng Gao, Bin Chen, Shu-Tao Xia

机构 * Tsinghua Shenzhen International Graduate School, Tsinghua University（清华大学深圳国际研究生院，清华大学）； Harbin Institute of Technology（哈尔滨工业大学）

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

2510.20531 2025-10-24 cs.CV cs.AI 79%

Fake-in-Facext: Towards Fine-Grained Explainable DeepFake Analysis

Lixiong Qin, Yang Zhang, Mei Wang, Jiani Hu, Weihong Deng, Weiran Xu

机构 * Beijing University of Posts and Telecommunications（北京邮电大学）； Beijing Normal University（北京师范大学）

专题命中视觉定位与Grounding ：grounding(abstract)；multimodal large language model(abstract)；MLLM(abstract)；分类 cs.CV、cs.AI

Comments 25 pages, 9 figures, 17 tables

2510.20229 2025-10-24 cs.CV cs.AI cs.CL 62%

Why LVLMs Are More Prone to Hallucinations in Longer Responses: The Role of Context

Ge Zheng, Jiaye Qian, Jiajin Tang, Sibei Yang

机构 * School of Computer Science and Engineering, Sun Yat-sen University（中山大学计算机科学与工程学院）； ShanghaiTech University（上海理工大学）

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

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2025, pp. 4101-4113

2509.25033 2025-10-24 cs.CV cs.LG 62%

VT-FSL: Bridging Vision and Text with LLMs for Few-Shot Learning

Wenhao Li, Qiangchang Wang, Xianjing Meng, Zhibin Wu, Yilong Yin

机构 * School of Software, Shandong University（山东大学软件学院）； Shenzhen Loop Area Institute（深圳河套学院）； School of Computing and Artificial Intelligence, Shandong University of Finance and Economics（山东财经大学计算机与人工智能学院）

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

Comments Accepted by NeurIPS 2025

2510.20161 2025-10-24 cs.RO 50%

PathFormer: A Transformer with 3D Grid Constraints for Digital Twin Robot-Arm Trajectory Generation

Ahmed Alanazi, Duy Ho, Yugyung Lee

机构 * Department of Computer Science, University of Missouri–Kansas City (UMKC)（密苏里大学哥伦比亚分校计算机科学系）； Department of Computer Science, California State University, Fullerton（加州州立大学富尔顿分校计算机科学系）

专题命中视觉定位与Grounding ：grounding(abstract)

Comments 8 pages, 7 figures, 7 tables

1. 视觉定位与Grounding 8 篇