语言大模型 / LLM - arXivDaily 专题

2506.11753 2025-06-16 eess.IV cs.CV 71%

Exploring the Effectiveness of Deep Features from Domain-Specific Foundation Models in Retinal Image Synthesis

Zuzanna Skorniewska, Bartlomiej W. Papiez

专题命中领域大模型：foundation model(title)

Comments To be published and presented at the MIUA 2025 conference

2410.10573 2025-04-17 cs.CV 71%

Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification

Jiaxiang Gou, Luping Ji, Pei Liu, Mao Ye

专题命中领域大模型：language model(title)

Comments Accepted by AAAI 2025

2504.05217 2025-04-08 cs.IR 71%

LLM-Alignment Live-Streaming Recommendation

Yueyang Liu, Jiangxia Cao, Shen Wang, Shuang Wen, Xiang Chen, Xiangyu Wu, Shuang Yang, Zhaojie Liu, Kun Gai, Guorui Zhou

专题命中领域大模型：LLM(title)

Comments Work in progress

2503.23529 2025-04-01 cs.CV 71%

ViLAaD: Enhancing "Attracting and Dispersing'' Source-Free Domain Adaptation with Vision-and-Language Model

Shuhei Tarashima, Xinqi Shu, Norio Tagawa

机构 * NTT Communications Corporation（NTT通信公司）； Tokyo Metropolitan University（东京都立大学）

专题命中领域大模型：language model(title)

Comments 15 pages

2503.09838 2025-03-14 cs.HC 71%

BioSpark: Beyond Analogical Inspiration to LLM-augmented Transfer

Hyeonsu Kang, David Chuan-en Lin, Yan-Ying Chen, Matthew K. Hong, Nikolas Martelaro, Aniket Kittur

专题命中领域大模型：LLM(title)

Journal ref ACM CHI 2025

2408.00221 2025-02-10 eess.IV cs.CV 71%

multiGradICON: A Foundation Model for Multimodal Medical Image Registration

Basar Demir, Lin Tian, Thomas Hastings Greer, Roland Kwitt, Francois-Xavier Vialard, Raul San Jose Estepar, Sylvain Bouix, Richard Jarrett Rushmore, Ebrahim Ebrahim, Marc Niethammer

机构 * University of North Carolina at Chapel Hill（北卡罗来纳大学教堂山分校）； University of Salzburg（萨尔茨堡大学）； Université Gustave Eiffel（古斯塔夫·埃菲尔大学）； Brigham and Women’s Hospital（布莱根妇女医院）； ÉTS Montréal（蒙特利尔工程学院）； Boston University（波士顿大学）； Kitware Inc.（Kitware公司）

专题命中领域大模型：foundation model(title)

2501.03892 2025-01-08 cs.DB 71%

LEAP: LLM-powered End-to-end Automatic Library for Processing Social Science Queries on Unstructured Data

Chuxuan Hu, Austin Peters, Daniel Kang

专题命中领域大模型：LLM(title)

Comments Accepted to VLDB 2025

2407.07315 2024-11-22 cs.CV 71%

CosmoCLIP: Generalizing Large Vision-Language Models for Astronomical Imaging

Raza Imam, Mohammed Talha Alam, Umaima Rahman, Mohsen Guizani, Fakhri Karray

机构 * Mohamed bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学）

专题命中领域大模型：language model(title)

Comments Accepted at SPAICE Conference, ECSAT, UK, 2024

2411.05878 2024-11-20 cs.CV 71%

Joint-Optimized Unsupervised Adversarial Domain Adaptation in Remote Sensing Segmentation with Prompted Foundation Model

Shuchang Lyu, Qi Zhao, Guangliang Cheng, Yiwei He, Zheng Zhou, Guangbiao Wang, Zhenwei Shi

机构 * School of Electronics and Information Engineering, Beihang University（北京航空航天大学电子信息工程学院）； University of Liverpool（利物浦大学）； Image Processing Center, School of Astronautics, Beihang University（北京航空航天大学宇航学院图像处理中心）

专题命中领域大模型：foundation model(title)

Comments 12 pages,6 figures, 6 tables

2410.08861 2024-10-14 eess.IV cs.CV 71%

A foundation model for generalizable disease diagnosis in chest X-ray images

Lijian Xu, Ziyu Ni, Hao Sun, Hongsheng Li, Shaoting Zhang

专题命中领域大模型：foundation model(title)

2404.08584 2024-10-10 cs.CV 71%

Pathological Primitive Segmentation Based on Visual Foundation Model with Zero-Shot Mask Generation

Abu Bakor Hayat Arnob, Xiangxue Wang, Yiping Jiao, Xiao Gan, Wenlong Ming, Jun Xu

专题命中领域大模型：foundation model(title)

Comments 2024 IEEE International Symposium on Biomedical Imaging

Journal ref 10.1109/ISBI56570.2024

2410.00410 2024-10-02 eess.IV cs.CV 71%

Domain Aware Multi-Task Pretraining of 3D Swin Transformer for T1-weighted Brain MRI

Jonghun Kim, Mansu Kim, Hyunjin Park

专题命中领域大模型：pretraining(title)

Comments ACCV 2024, 14 pages

2409.12522 2024-09-20 cs.CV 71%

Prompting Segment Anything Model with Domain-Adaptive Prototype for Generalizable Medical Image Segmentation

Zhikai Wei, Wenhui Dong, Peilin Zhou, Yuliang Gu, Zhou Zhao, Yongchao Xu

专题命中领域大模型：prompting(title)

Comments Accepted by the 27th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2024)

2409.01867 2024-09-04 cs.HC 71%

ASD-Chat: An Innovative Dialogue Intervention System for Children with Autism based on LLM and VB-MAPP

Chengyun Deng, Shuzhong Lai, Chi Zhou, Mengyi Bao, Jingwen Yan, Haifeng Li, Lin Yao, Yueming Wang

专题命中领域大模型：LLM(title)

2404.07580 2024-08-26 cs.CV 71%

Multi-rater Prompting for Ambiguous Medical Image Segmentation

Jinhong Wang, Yi Cheng, Jintai Chen, Hongxia Xu, Danny Chen, Jian Wu

专题命中领域大模型：prompting(title)

Comments Accepted by BIBM 2024

2405.05237 2024-05-09 cs.CV 71%

EVA-X: A Foundation Model for General Chest X-ray Analysis with Self-supervised Learning

Jingfeng Yao, Xinggang Wang, Yuehao Song, Huangxuan Zhao, Jun Ma, Yajie Chen, Wenyu Liu, Bo Wang

专题命中领域大模型：foundation model(title)

Comments codes available at: https://github.com/hustvl/EVA-X

2403.17702 2024-04-03 cs.CV 71%

The Solution for the CVPR 2023 1st foundation model challenge-Track2

Haonan Xu, Yurui Huang, Sishun Pan, Zhihao Guan, Yi Xu, Yang Yang

专题命中领域大模型：foundation model(title)

2403.12570 2024-03-20 cs.CV 71%

Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images

Chaoqin Huang, Aofan Jiang, Jinghao Feng, Ya Zhang, Xinchao Wang, Yanfeng Wang

专题命中领域大模型：language model(title)

Comments CVPR 2024

2403.09056 2024-03-15 cs.CV 71%

Leveraging Foundation Model Automatic Data Augmentation Strategies and Skeletal Points for Hands Action Recognition in Industrial Assembly Lines

Liang Wu, X. -G. Ma

专题命中领域大模型：foundation model(title)

Comments 8 pages, 2 figures,

2312.12478 2024-03-01 cs.CV 71%

ProS: Prompting-to-simulate Generalized knowledge for Universal Cross-Domain Retrieval

Kaipeng Fang, Jingkuan Song, Lianli Gao, Pengpeng Zeng, Zhi-Qi Cheng, Xiyao Li, Heng Tao Shen

专题命中领域大模型：prompting(title)

2310.11763 2023-10-19 cs.CR 71%

PhishReplicant: A Language Model-based Approach to Detect Generated Squatting Domain Names

Takashi Koide, Naoki Fukushi, Hiroki Nakano, Daiki Chiba

专题命中领域大模型：language model(title)

Comments Accepted at ACSAC 2023

2310.02663 2023-10-05 cs.CV 71%

MedPrompt: Cross-Modal Prompting for Multi-Task Medical Image Translation

Xuhang Chen, Chi-Man Pun, Shuqiang Wang

专题命中领域大模型：prompting(title)

2211.11682 2023-08-29 cs.CV 71%

PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world Learning

Xiangyang Zhu, Renrui Zhang, Bowei He, Ziyu Guo, Ziyao Zeng, Zipeng Qin, Shanghang Zhang, Peng Gao

专题命中领域大模型：prompting(title)

Comments Code is available at https://github.com/yangyangyang127/PointCLIP_V2

2306.04920 2023-06-09 cs.CR 71%

Flow-based Network Intrusion Detection Based on BERT Masked Language Model

Loc Gia Nguyen, Kohei Watabe

专题命中领域大模型：language model(title)

Comments This paper was presented at the 18th International Conference on emerging Networking EXperiments and Technologies (CoNEXT 2022) Student Workshop

2009.01523 2020-09-04 cs.CV 71%

A Comparison of Pre-trained Vision-and-Language Models for Multimodal Representation Learning across Medical Images and Reports

Yikuan Li, Hanyin Wang, Yuan Luo

专题命中领域大模型：language model(title)

Comments 10 pages, 3 figures, submitted to BIBM2020

1902.03527 2019-02-12 cs.HC 71%

Engaging Audiences in Virtual Museums by Interactively Prompting Guiding Questions

Zhenjie Zhao

专题命中领域大模型：prompting(title)

2608.27847 2026-08-31 cs.AI 新提交 70%

From Uncertainty to Clinical Risk: Severity-Aware Conformal Planning for Interactive Medical Diagnosis

从不确定性到临床风险：面向交互式医疗诊断的严重程度感知共形规划

Yue Zhou, Haiyang Zhou, Jin Zhang, Kong Wang, Yongxin Ni, Youhua Li, Hanwen Du

机构 * Lanzhou University（兰州大学）； Hunan University（湖南大学）； National University of Singapore（新加坡国立大学）； City University of Hong Kong（香港城市大学）； The Ohio State University（俄亥俄州立大学）

专题命中领域大模型：large language model(abstract)；language model(abstract)；分类 cs.AI

AI总结该研究针对交互式医疗诊断漏诊重症的风险与长程规划缺失问题，提出严重程度感知共形临床规划框架，在DDXPlus和MediQ上提升了诊断准确性、鉴别质量并降低了高风险错误。

2608.27629 2026-08-31 cs.IR cs.AI physics.geo-ph 新提交 70%

LitCurate: A Configuration-Driven AI-Assisted Framework for Scientific Database Construction with an Application to Lower-Mantle Equation-of-State Data

LitCurate：一种配置驱动的AI辅助科学数据库构建框架及在下地幔状态方程数据中的应用

Abin Shakya, Wilson Samuels, Dominica Wilson, Gioia A. Marchi, Israa Draz, Chenxing Luo, Renata M. Wentzcovitch

专题命中领域大模型：large language model(abstract)；language model(abstract)；分类 cs.AI

AI总结本文提出开源框架LitCurate，整合大语言模型与可审计分阶段工作流构建科学数据库，并将其应用于构建含1334条条目的下地幔高压矿物相状态方程数据库，实现文献到可追溯数据的转化。

Comments 26 pages, 7 figures

2606.21359 2026-08-31 cs.CL 版本更新 70%

Does Finetuning with Scientific Data Increase Hallucinations? A Multi-domain Factuality Evaluation of LLMs

使用科学数据微调会增加幻觉：LLMs的多领域事实性评估

Raia Abu Ahmad, Nikolas Rauscher, Ekaterina Borisova, Fabio Barth, Georg Rehm, Sebastian Möller

机构 * Deutsches Forschungszentrum für Künstliche Intelligenz GmbH（德国人工智能研究中心 GmbH）； Technische Universität Berlin（柏林技术大学）； Humboldt-Universität zu Berlin（柏林洪堡大学）

专题命中领域大模型：large language model(abstract)；language model(abstract)；分类 cs.CL

AI总结提出SciFactCheck基准和模块化评估框架，发现科学微调模型在所有幻觉类型和科学领域上事实可靠性下降，且内部更不自信但语言更武断。

Comments Camera-ready version

2608.27364 2026-08-28 cs.AI econ.GN q-fin.EC 新提交 70%

Sophistication in GenAI Use: Field Evidence from a Large Firm

生成式AI（genAI）使用中的成熟度：来自一家大型企业的实地证据

Nicholas J. Hallman, Zachary T. Kowaleski, Anu Puvvada, Jaime J. Schmidt

机构 * University of Texas at Austin（德克萨斯大学奥斯汀分校）； KPMG LLP（毕马威有限责任公司）

专题命中领域大模型：large language model(abstract)；language model(abstract)；分类 cs.AI

AI总结本研究以某大型企业后台员工为对象，通过8个月的71万余条数据，发现资深员工genAI使用更成熟，战略等领域成熟度最高，且成熟度难随时间或培训提升，为管理者和研究者提供相关衡量指标与见解。

Comments 59 pages, 4 figures, 8 tables. Includes Appendix A (variable definitions), Appendix B (supplementary tables), and Online Appendix C (meta prompts)

1. 领域大模型 12720 篇

Exploring the Effectiveness of Deep Features from Domain-Specific Foundation Models in Retinal Image Synthesis

Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification

LLM-Alignment Live-Streaming Recommendation

ViLAaD: Enhancing "Attracting and Dispersing'' Source-Free Domain Adaptation with Vision-and-Language Model

BioSpark: Beyond Analogical Inspiration to LLM-augmented Transfer

multiGradICON: A Foundation Model for Multimodal Medical Image Registration

LEAP: LLM-powered End-to-end Automatic Library for Processing Social Science Queries on Unstructured Data

CosmoCLIP: Generalizing Large Vision-Language Models for Astronomical Imaging

Joint-Optimized Unsupervised Adversarial Domain Adaptation in Remote Sensing Segmentation with Prompted Foundation Model

A foundation model for generalizable disease diagnosis in chest X-ray images

Pathological Primitive Segmentation Based on Visual Foundation Model with Zero-Shot Mask Generation

Domain Aware Multi-Task Pretraining of 3D Swin Transformer for T1-weighted Brain MRI

Prompting Segment Anything Model with Domain-Adaptive Prototype for Generalizable Medical Image Segmentation

ASD-Chat: An Innovative Dialogue Intervention System for Children with Autism based on LLM and VB-MAPP

Multi-rater Prompting for Ambiguous Medical Image Segmentation

EVA-X: A Foundation Model for General Chest X-ray Analysis with Self-supervised Learning

The Solution for the CVPR 2023 1st foundation model challenge-Track2

Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images

Leveraging Foundation Model Automatic Data Augmentation Strategies and Skeletal Points for Hands Action Recognition in Industrial Assembly Lines

ProS: Prompting-to-simulate Generalized knowledge for Universal Cross-Domain Retrieval

PhishReplicant: A Language Model-based Approach to Detect Generated Squatting Domain Names

MedPrompt: Cross-Modal Prompting for Multi-Task Medical Image Translation

PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world Learning

Flow-based Network Intrusion Detection Based on BERT Masked Language Model

A Comparison of Pre-trained Vision-and-Language Models for Multimodal Representation Learning across Medical Images and Reports

Engaging Audiences in Virtual Museums by Interactively Prompting Guiding Questions

From Uncertainty to Clinical Risk: Severity-Aware Conformal Planning for Interactive Medical Diagnosis

LitCurate: A Configuration-Driven AI-Assisted Framework for Scientific Database Construction with an Application to Lower-Mantle Equation-of-State Data

Does Finetuning with Scientific Data Increase Hallucinations? A Multi-domain Factuality Evaluation of LLMs

Sophistication in GenAI Use: Field Evidence from a Large Firm