视觉大模型 / VLM

From Grounding to Manipulation: Case Studies of Foundation Model Integration in Embodied Robotic Systems

Xiuchao Sui, Daiying Tian, Qi Sun, Ruirui Chen, Dongkyu Choi, Kenneth Kwok, Soujanya Poria

机构 * IHPC, Agency for Science, Technology and Research, Singapore（科技研究局智能技术中心，新加坡） ； Nanyang Technological University, Singapore（南洋理工大学，新加坡） 纠错

专题命中 视觉定位与Grounding ：grounding(title,abstract)；vision-language model(abstract)；multimodal large language model(abstract)

Comments EMNLP 2025 camera ready

ChartAB: A Benchmark for Chart Grounding & Dense Alignment

Aniruddh Bansal, Davit Soselia, Dang Nguyen, Tianyi Zhou

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

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

MLLM-Driven Semantic Identifier Generation for Generative Cross-Modal Retrieval

Tianyuan Li, Lei Wang, Ahtamjan Ahmat, Yating Yang, Bo Ma, Rui Dong, Bangju Han

专题命中 视觉定位与Grounding ：MLLM(title)；grounding(abstract)；multimodal large language model(abstract)

Comments We plan to revise the methodology and update the experimental analysis before resubmission

Assessing LLM Reasoning Steps via Principal Knowledge Grounding

Hyeon Hwang, Yewon Cho, Chanwoong Yoon, Yein Park, Minju Song, Kyungjae Lee, Gangwoo Kim, Jaewoo Kang

机构 * Korea University（韩国大学） ； University of Seoul（首尔大学） ； AWS AI Labs（AWS人工智能实验室） ； AIGEN Sciences（AIGEN科学） 纠错

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

Comments Accepted to EMNLP 2025 Findings

OpenFACADES: An Open Framework for Architectural Caption and Attribute Data Enrichment via Street View Imagery

Xiucheng Liang, Jinheng Xie, Tianhong Zhao, Rudi Stouffs, Filip Biljecki

机构 * Department of Architecture, National University of Singapore（建筑系，新加坡国立大学） ； Department of Electrical and Computer Engineering, National University of Singapore（电气与计算机工程系，新加坡国立大学） ； School of Artificial Intelligence, Shenzhen Technology University（人工智能学院，深圳科技大学） ； Department of Real Estate, National University of Singapore（房地产系，新加坡国立大学） 纠错

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

Journal ref ISPRS Journal of Photogrammetry and Remote Sensing 230: 918-942, 2025

URDF-Anything: Constructing Articulated Objects with 3D Multimodal Language Model

Zhe Li, Xiang Bai, Jieyu Zhang, Zhuangzhe Wu, Che Xu, Ying Li, Chengkai Hou, Shanghang Zhang

机构 * State Key Laboratory of Multimedia Information Processing, School of Computer Science, Peking University（多媒体信息处理国家重点实验室，计算机学院，北京大学） ； University of Washington（华盛顿大学） 纠错

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

Comments Accepted to the 39th Conference on Neural Information Processing Systems (NeurIPS 2025)

CueBench: Advancing Unified Understanding of Context-Aware Video Anomalies in Real-World

Yating Yu, Congqi Cao, Zhaoying Wang, Weihua Meng, Jie Li, Yuxin Li, Zihao Wei, Zhongpei Shen, Jiajun Zhang

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

Privacy Preserving Ordinal-Meta Learning with VLMs for Fine-Grained Fruit Quality Prediction

Riddhi Jain, Manasi Patwardhan, Aayush Mishra, Parijat Deshpande, Beena Rai

机构 * TCS-Research Pune, India（TCS-研究 Pune，印度） 纠错

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

Comments 9 pages, 1 figure, 4 tables

FedReplay: A Feature Replay Assisted Federated Transfer Learning Framework for Efficient and Privacy-Preserving Smart Agriculture

Long Li, Jiajia Li, Dong Chen, Lina Pu, Haibo Yao, Yanbo Huang

机构 * Department of Electrical and Computer Engineering, The University of Alabama（电气与计算机工程系，阿拉巴马大学） ； Electrical and Computer Engineering, Michigan State University（电气与计算机工程，密歇根州立大学） ； Agricultural and Biological Engineering, Mississippi State University（农业与生物工程，密苏里州立大学） ； Department of Computer Science, University of Alabama（计算机科学系，阿拉巴马大学） ； USDA-ARS Genetics and Sustainbale Agriculture（美国农业部ARS基因与可持续农业） 纠错

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

VideoExplorer: Think With Videos For Agentic Long-Video Understanding

Huaying Yuan, Zheng Liu, Junjie Zhou, Hongjin Qian, Yan Shu, Nicu Sebe, Ji-Rong Wen, Zhicheng Dou

机构 * Gaoling School of Artificial Intelligence, Renmin University of China（中国人民大学人工智能学院） ； Beijing Academy of Artificial Intelligence（北京人工智能研究院） ； Beijing University of Posts and Telecommunications（北京邮电大学） ； Hong Kong Polytechnic University（香港理工大学） ； Peking University（北京大学） ； University of Trento（特伦托大学） 纠错

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

SM-based Semantics for Answer Set Programs Containing Conditional Literals and Arithmetic

Zachary Hansen, Yuliya Lierler

机构 * University of Nebraska Omaha（内布拉斯加大学奥马哈分校） 纠错

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

Comments This version corrects the review of tau for negated atoms, and clarifies the distinction between global and local variables in conditional literals (the supporting proofs are also updated accordingly)

Journal ref In Practical Aspects of Declarative Languages: 27th International Symposium, PADL 2025, Denver, CO, USA, January 20-21, 2025, Proceedings. Springer-Verlag, Berlin, Heidelberg, 71-87

Phys4DGen: Physics-Compliant 4D Generation with Multi-Material Composition Perception

Jiajing Lin, Zhenzhong Wang, Dejun Xu, Shu Jiang, YunPeng Gong, Min Jiang

机构 * School of Informatics, Xiamen University（厦门大学信息学院） 纠错

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

Comments Accepted by ACM MM 2025. Project Page: https://jiajinglin.github.io/Phys4DGen

Beyond Pointwise Scores: Decomposed Criteria-Based Evaluation of LLM Responses

Fangyi Yu, Nabeel Seedat, Dasha Herrmannova, Frank Schilder, Jonathan Richard Schwarz

机构 * Thomson Reuters Foundational Research（汤姆森·路透基础研究） ； Thomson Reuters Labs（汤姆森·路透实验室） ； Imperial College London（帝国理工学院伦敦分校） 纠错

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

Comments Accepted by 2025 EMNLP industry track

Recognising, Anticipating, and Mitigating LLM Pollution of Online Behavioural Research

Raluca Rilla, Tobias Werner, Hiromu Yakura, Iyad Rahwan, Anne-Marie Nussberger

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

Multiparameter estimation with an array of entangled atomic sensors

Yifan Li, Lex Joosten, Youcef Baamara, Paolo Colciaghi, Alice Sinatra, Philipp Treutlein, Tilman Zibold

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

Uncovering the Sociodemographic Fabric of Reddit

Federico Cinus, Corrado Monti, Paolo Bajardi, Gianmarco De Francisci Morales

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