语言大模型 / LLM - arXivDaily 专题

2510.21965 2025-10-28 cs.MA 78%

LLM-augmented empirical game theoretic simulation for social-ecological systems

Jennifer Shi, Christopher K. Frantz, Christian Kimmich, Saba Siddiki, Atrisha Sarkar

专题命中知识编辑与模型理解：LLM(title,abstract)

2510.21664 2025-10-27 cs.CV q-bio.QM 78%

Foundation Models in Dermatopathology: Skin Tissue Classification

Riya Gupta, Yiwei Zong, Dennis H. Murphree

专题命中知识编辑与模型理解：foundation model(title,abstract)

2510.17603 2025-10-21 cs.CV 78%

ShapeCraft: LLM Agents for Structured, Textured and Interactive 3D Modeling

Shuyuan Zhang, Chenhan Jiang, Zuoou Li, Jiankang Deng

机构 * Imperial College London（伦敦帝国学院）； Hong Kong University of Science and Technology（香港科学与技术大学）

专题命中知识编辑与模型理解：LLM(title,abstract)

Comments NeurIPS 2025 Poster

2504.13169 2025-10-21 cs.CV 78%

Generate, but Verify: Reducing Hallucination in Vision-Language Models with Retrospective Resampling

Tsung-Han Wu, Heekyung Lee, Jiaxin Ge, Joseph E. Gonzalez, Trevor Darrell, David M. Chan

机构 * UC Berkeley（加州大学伯克利分校）； POSTECH

专题命中知识编辑与模型理解：language model(title,abstract)

Comments Accepted to NeurIPS 2025; Project Page: https://reverse-vlm.github.io

2510.12515 2025-10-15 eess.SP 78%

HEAR: An EEG Foundation Model with Heterogeneous Electrode Adaptive Representation

Zhige Chen, Chengxuan Qin, Wenlong You, Rui Liu, Congying Chu, Rui Yang, Kay Chen Tan, Jibin Wu

专题命中知识编辑与模型理解：foundation model(title,abstract)

2510.03767 2025-10-07 cs.CV 78%

CoPA: Hierarchical Concept Prompting and Aggregating Network for Explainable Diagnosis

Yiheng Dong, Yi Lin, Xin Yang

机构 * School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China（电子信息学院，华中科技大学，武汉）； Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong, China（计算机科学与工程系，香港科技大学，香港）

专题命中知识编辑与模型理解：prompting(title,abstract)

Comments Accepted by MICCAI2025

2509.25974 2025-10-01 cs.NI cs.MA 78%

OpenID Connect for Agents (OIDC-A) 1.0: A Standard Extension for LLM-Based Agent Identity and Authorization

Subramanya Nagabhushanaradhya

专题命中知识编辑与模型理解：LLM(title,abstract)

Comments 10 pages, 5 tables, 2 code listings. Specification proposal available at https://github.com/subramanya1997/oidc-a/

2502.18485 2025-09-25 q-bio.NC cs.CV 78%

Deciphering Functions of Neurons in Vision-Language Models

Jiaqi Xu, Cuiling Lan, Yan Lu

机构 * University of Science and Technology of China（中国科学技术大学）； Microsoft Research Asia（微软亚洲研究院）

专题命中知识编辑与模型理解：language model(title,abstract)

Comments Accepted by the 31st ACM International Conference on Multimedia (ACM MM 2025)

2505.14257 2025-09-24 cs.CV 78%

Mitigating Hallucination in Large Vision-Language Models through Aligning Attention Distribution to Information Flow

Jianfei Zhao, Feng Zhang, Xin Sun, Chong Feng

机构 * School of Computer Science and Technology, Beijing Institute of Technology（计算机科学与技术学院，北京理工大学）； Zhongguancun Academy（中关村学院）； Southeast Academy of Information Technology, Beijing Institute of Technology（信息技术东南学院，北京理工大学）

专题命中知识编辑与模型理解：language model(title,abstract)

Comments Accepted to Findings of EMNLP 2025

2509.15416 2025-09-22 cs.CV 78%

NeuroRAD-FM: A Foundation Model for Neuro-Oncology with Distributionally Robust Training

Moinak Bhattacharya, Angelica P. Kurtz, Fabio M. Iwamoto, Prateek Prasanna, Gagandeep Singh

机构 * Department of Biomedical Informatics, Stony Brook University（生物医学信息学系，石溪大学）； Department of Radiology, Columbia University Irving Medical Center（放射学系，哥伦比亚大学伊万杰琳医疗中心）； Department of Neuro-Oncology, Columbia University Irving Medical Center（神经肿瘤学系，哥伦比亚大学伊万杰琳医疗中心）

专题命中知识编辑与模型理解：foundation model(title,abstract)

2509.00314 2025-09-03 eess.SP 78%

CoMET: A Contrastive-Masked Brain Foundation Model for Universal EEG Representation

Ang Li, Zikai Wang, Liuyin Yang, Zhenyu Wang, Tianheng Xu, Honglin Hu, Marc M. Van Hulle

专题命中知识编辑与模型理解：foundation model(title,abstract)

2508.16207 2025-08-26 cs.CV 78%

T-MASK: Temporal Masking for Probing Foundation Models across Camera Views in Driver Monitoring

Thinesh Thiyakesan Ponbagavathi, Kunyu Peng, Alina Roitberg

机构 * Institute of Artificial Intelligence（人工智能研究所）； University of Stuttgart（斯图加特大学）； Institute for Anthropomatics（人机学研究所）； Karlsruhe Institute of Technology（卡尔斯鲁厄技术大学）

专题命中知识编辑与模型理解：foundation model(title,abstract)

Comments This paper has been accepted by 26th IEEE International Conference on Intelligent Transportation Systems ITSC 2025

2506.04562 2025-08-22 cs.GR cs.CV 78%

Handle-based Mesh Deformation Guided By Vision Language Model

Xingpeng Sun, Shiyang Jia, Zherong Pan, Kui Wu, Aniket Bera

机构 * Purdue University（普渡大学）； LightSpeed Studios ； University of California San Diego（加州大学圣地亚哥分校）

专题命中知识编辑与模型理解：language model(title,abstract)

Comments 19 pages

2508.12586 2025-08-19 cs.CV 78%

Foundation Model for Skeleton-Based Human Action Understanding

Hongsong Wang, Wanjiang Weng, Junbo Wang, Fang Zhao, Guo-Sen Xie, Xin Geng, Liang Wang

机构 * School of Computer Science and Engineering, Southeast University（东南大学计算机科学与工程学院）； Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications (Southeast University), Ministry of Education, China（新一代人工智能技术及交叉应用关键实验室（东南大学），中华人民共和国教育部，中国）； School of Software, Northwestern Polytechnical University（西北工业大学软件学院）； State Key Laboratory for Novel Software Technology and School of Intelligence Science and Technology, Nanjing University（新型软件技术国家重点实验室和南京大学智能科学与技术学院）； School of Computer Science and Engineering, Nanjing University of Science and Technology（南京理工大学计算机科学与工程学院）

专题命中知识编辑与模型理解：foundation model(title,abstract)

Comments Accepted by TPAMI, Code is available at: https://github.com/wengwanjiang/FoundSkelModel

2404.10357 2025-08-19 cs.CV 78%

Optimization of Prompt Learning via Multi-Knowledge Representation for Vision-Language Models

Enming Zhang, Bingke Zhu, Yingying Chen, Qinghai Miao, Ming Tang, Jinqiao Wang

机构 * School of Artificial Intelligence, University of Chinese Academy of Sciences（中国科学院大学人工智能学院）； Foundation Model Research Center, Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所基础模型研究中心）； Wuhan AI Research（武汉人工智能研究所）； Peng Cheng Laboratory（鹏城实验室）

专题命中知识编辑与模型理解：language model(title,abstract)

2507.09184 2025-07-24 cs.CV 78%

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models

Qiyan Zhao, Xiaofeng Zhang, Yiheng Li, Yun Xing, Xiaosong Yuan, Feilong Tang, Sinan Fan, Xuhang Chen, Xuyao Zhang, Dahan Wang

机构 * FKLPRIU, Xiamen University of Technology, China（福克斯理工国际大学，厦门理工学院，中国）； Shanghai Jiao Tong University, China（上海交通大学，中国）； Nanyang Technological University, Singapore（南洋理工大学，新加坡）； Jilin University, China（吉林大学，中国）； Monash University, Australia（墨尔本大学，澳大利亚）； Zhejiang University, China（浙江大学，中国）； Huizhou University, China（惠州大学，中国）； Chinese Academy of Sciences, China（中国科学院，中国）

专题命中知识编辑与模型理解：language model(title,abstract)

Comments Accepted in ACM MM 2025

2507.05887 2025-07-21 cs.CV 78%

GeoMag: A Vision-Language Model for Pixel-level Fine-Grained Remote Sensing Image Parsing

Xianzhi Ma, Jianhui Li, Changhua Pei, Hao Liu

机构 * Institute of Space Earth Science, School of Frontier Sciences, Nanjing University（南京大学空间地球科学学院）； Computer Network Information Center, Chinese Academy of Sciences（中国科学院计算机网络信息中心）

专题命中知识编辑与模型理解：language model(title,abstract)

2507.12938 2025-07-18 eess.IV cs.CV 78%

Unleashing Vision Foundation Models for Coronary Artery Segmentation: Parallel ViT-CNN Encoding and Variational Fusion

Caixia Dong, Duwei Dai, Xinyi Han, Fan Liu, Xu Yang, Zongfang Li, Songhua Xu

机构 * National-Local Joint Engineering Research Center of Biodiagnosis \& Biotherapy, the Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, 710004, China Institute of Medical Artificial Intelligence, the Second Affiliated Hospital of Xi’an Jiaotong University, Xi'an, 710004, China Viadrina European University, Frankfurt (Oder), 15230, Germany

专题命中知识编辑与模型理解：foundation model(title,abstract)

Journal ref MICCAI2025

2412.18675 2025-07-16 cs.CV 78%

TAB: Transformer Attention Bottlenecks enable User Intervention and Debugging in Vision-Language Models

Pooyan Rahmanzadehgervi, Hung Huy Nguyen, Rosanne Liu, Long Mai, Anh Totti Nguyen

机构 * Auburn University（奥本大学）； Google DeepMind, ML Collective（谷歌DeepMind及ML集体）； Adobe Research（Adobe研究）

专题命中知识编辑与模型理解：language model(title,abstract)

2507.06418 2025-07-10 q-bio.QM cs.CV stat.AP 78%

PAST: A multimodal single-cell foundation model for histopathology and spatial transcriptomics in cancer

Changchun Yang, Haoyang Li, Yushuai Wu, Yilan Zhang, Yifeng Jiao, Yu Zhang, Rihan Huang, Yuan Cheng, Yuan Qi, Xin Guo, Xin Gao

专题命中知识编辑与模型理解：foundation model(title,abstract)

2507.04118 2025-07-08 cs.CV 78%

PromptSR: Cascade Prompting for Lightweight Image Super-Resolution

Wenyang Liu, Chen Cai, Jianjun Gao, Kejun Wu, Yi Wang, Kim-Hui Yap, Lap-Pui Chau

机构 * School of Electrical and Electronics Engineering, Nanyang Technological University, Singapore（南洋理工大学电子与电气工程学院）； School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan 430074, China（华中科技大学电子信息与通信学院）； Department of Electrical and Electronic Engineering, The Hong Kong Polytechnic University, Hong Kong（香港理工大学电子与电气工程系）

专题命中知识编辑与模型理解：prompting(title,abstract)

Comments Accepted in TMM

2502.11620 2025-07-02 cs.SE 78%

Assessing Correctness in LLM-Based Code Generation via Uncertainty Estimation

Arindam Sharma, Cristina David

专题命中知识编辑与模型理解：LLM(title,abstract)

Comments 18 pages and 3 References Pages

2506.23590 2025-07-01 cs.CV 78%

CAI: Caption-Sensitive Attention Intervention for Mitigating Object Hallucination in Large Vision-Language Models

Qiming Li, Zekai Ye, Xiaocheng Feng, Weihong Zhong, Libo Qin, Ruihan Chen, Baohang Li, Kui Jiang, Yaowei Wang, Ting Liu, Bing Qin

专题命中知识编辑与模型理解：language model(title,abstract)

2506.22979 2025-07-01 cs.CV 78%

Probabilistic Prototype Calibration of Vision-Language Models for Generalized Few-shot Semantic Segmentation

Jie Liu, Jiayi Shen, Pan Zhou, Jan-Jakob Sonke, Efstratios Gavves

机构 * University of Amsterdam（阿姆斯特丹大学）； Singapore Management University（新加坡管理大学）； The Netherlands Cancer Institute（荷兰癌症研究院）

专题命中知识编辑与模型理解：language model(title,abstract)

Comments ICCV2025 Proceeding

2506.15866 2025-06-23 cs.SI 78%

Understanding Online Polarization Through Human-Agent Interaction in a Synthetic LLM-Based Social Network

Tim Donkers, Jürgen Ziegler

专题命中知识编辑与模型理解：LLM(title,abstract)

Comments Accepted for publication in the Proceedings of the Nineteenth International AAAI Conference on Web and Social Media (ICWSM 2025). This is the authors' version of the work, with corrections to table cross-references. The definitive Version of Record is available at https://doi.org/10.1609/icwsm.v19i1.35826. arXiv admin note: substantial text overlap with arXiv:2502.01340

Journal ref Proceedings of the Nineteenth International AAAI Conference on Web and Social Media (ICWSM 2025)

2506.02258 2025-06-04 eess.AS cs.SD 78%

Are Mamba-based Audio Foundation Models the Best Fit for Non-Verbal Emotion Recognition?

Mohd Mujtaba Akhtar, Orchid Chetia Phukan, Girish, Swarup Ranjan Behera, Ananda Chandra Nayak, Sanjib Kumar Nayak, Arun Balaji Buduru, Rajesh Sharma

机构 * V.B.S.P.U, India（印度V.B.S.P.U大学）； IIIT-Delhi, India（印度德里印度理工学院）； UPES, India（印度UPES大学）； KAC, India（印度KAC机构）； VSSUT, India（印度VSSUT大学）； University of Tartu, Estonia（爱沙尼亚塔尔图大学）； Plaksha University,India（印度Plaksha大学）

专题命中知识编辑与模型理解：foundation model(title,abstract)

Comments Accepted to EUSIPCO 2025

2506.01867 2025-06-03 q-bio.NC eess.SP 78%

EEG Foundation Models for BCI Learn Diverse Features of Electrophysiology

Mattson Ogg, Rahul Hingorani, Diego Luna, Griffin W. Milsap, William G. Coon, Clara A. Scholl

专题命中知识编辑与模型理解：foundation model(title,abstract)

Comments Two figures, one table, six pages

2506.01203 2025-06-03 cs.CV 78%

Self-Supervised Multi-View Representation Learning using Vision-Language Model for 3D/4D Facial Expression Recognition

Muzammil Behzad

机构 * King Fahd University of Petroleum and Minerals（国王法赫德石油矿物大学）

专题命中知识编辑与模型理解：language model(title,abstract)

2505.23358 2025-05-30 cs.CV 78%

Beam-Guided Knowledge Replay for Knowledge-Rich Image Captioning using Vision-Language Model

Reem AlJunaid, Muzammil Behzad

机构 * KFUPM（科威特理工学院）

专题命中知识编辑与模型理解：language model(title,abstract)

2505.13746 2025-05-21 cs.CV eess.IV 78%

ReSW-VL: Representation Learning for Surgical Workflow Analysis Using Vision-Language Model

Satoshi Kondo

机构 * Muroran Institute of Technology（茂兰技术学院）

专题命中知识编辑与模型理解：language model(title,abstract)

1. 知识编辑与模型理解 7552 篇

LLM-augmented empirical game theoretic simulation for social-ecological systems

Foundation Models in Dermatopathology: Skin Tissue Classification

ShapeCraft: LLM Agents for Structured, Textured and Interactive 3D Modeling

Generate, but Verify: Reducing Hallucination in Vision-Language Models with Retrospective Resampling

HEAR: An EEG Foundation Model with Heterogeneous Electrode Adaptive Representation

CoPA: Hierarchical Concept Prompting and Aggregating Network for Explainable Diagnosis

OpenID Connect for Agents (OIDC-A) 1.0: A Standard Extension for LLM-Based Agent Identity and Authorization

Deciphering Functions of Neurons in Vision-Language Models

Mitigating Hallucination in Large Vision-Language Models through Aligning Attention Distribution to Information Flow

NeuroRAD-FM: A Foundation Model for Neuro-Oncology with Distributionally Robust Training

CoMET: A Contrastive-Masked Brain Foundation Model for Universal EEG Representation

T-MASK: Temporal Masking for Probing Foundation Models across Camera Views in Driver Monitoring

Handle-based Mesh Deformation Guided By Vision Language Model

Foundation Model for Skeleton-Based Human Action Understanding

Optimization of Prompt Learning via Multi-Knowledge Representation for Vision-Language Models

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models

GeoMag: A Vision-Language Model for Pixel-level Fine-Grained Remote Sensing Image Parsing

Unleashing Vision Foundation Models for Coronary Artery Segmentation: Parallel ViT-CNN Encoding and Variational Fusion

TAB: Transformer Attention Bottlenecks enable User Intervention and Debugging in Vision-Language Models

PAST: A multimodal single-cell foundation model for histopathology and spatial transcriptomics in cancer

PromptSR: Cascade Prompting for Lightweight Image Super-Resolution

Assessing Correctness in LLM-Based Code Generation via Uncertainty Estimation

CAI: Caption-Sensitive Attention Intervention for Mitigating Object Hallucination in Large Vision-Language Models

Probabilistic Prototype Calibration of Vision-Language Models for Generalized Few-shot Semantic Segmentation

Understanding Online Polarization Through Human-Agent Interaction in a Synthetic LLM-Based Social Network

Are Mamba-based Audio Foundation Models the Best Fit for Non-Verbal Emotion Recognition?

EEG Foundation Models for BCI Learn Diverse Features of Electrophysiology

Self-Supervised Multi-View Representation Learning using Vision-Language Model for 3D/4D Facial Expression Recognition

Beam-Guided Knowledge Replay for Knowledge-Rich Image Captioning using Vision-Language Model

ReSW-VL: Representation Learning for Surgical Workflow Analysis Using Vision-Language Model