语言大模型 / LLM - arXivDaily 专题

2404.17184 2024-04-29 cs.CV 78%

Low-Rank Knowledge Decomposition for Medical Foundation Models

Yuhang Zhou, Haolin Li, Siyuan Du, Jiangchao Yao, Ya Zhang, Yanfeng Wang

专题命中领域大模型：foundation model(title,abstract)

Comments CVPR 2024

2404.13239 2024-04-23 cs.CV 78%

Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models

Yuyan Shi, Jialu Ma, Jin Yang, Shasha Wang, Yichi Zhang

专题命中领域大模型：foundation model(title,abstract)

2312.04265 2024-04-19 cs.CV 78%

Stronger, Fewer, & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation

Zhixiang Wei, Lin Chen, Yi Jin, Xiaoxiao Ma, Tianle Liu, Pengyang Ling, Ben Wang, Huaian Chen, Jinjin Zheng

专题命中领域大模型：foundation model(title,abstract)

2404.08673 2024-04-16 cs.CL cs.AI cs.CY cs.LG 78%

Sentiment analysis and random forest to classify LLM versus human source applied to Scientific Texts

Javier J. Sanchez-Medina

专题命中领域大模型：LLM(title)；分类 cs.CL、cs.AI、cs.LG

Comments 12 Pages, 3 tables, 6 figures

2404.07031 2024-04-11 cs.CV 78%

ORacle: Large Vision-Language Models for Knowledge-Guided Holistic OR Domain Modeling

Ege Özsoy, Chantal Pellegrini, Matthias Keicher, Nassir Navab

专题命中领域大模型：language model(title,abstract)

Comments 11 pages, 3 figures, 7 tables

2403.18996 2024-03-29 cs.CV 78%

Envisioning MedCLIP: A Deep Dive into Explainability for Medical Vision-Language Models

Anees Ur Rehman Hashmi, Dwarikanath Mahapatra, Mohammad Yaqub

专题命中领域大模型：language model(title,abstract)

2312.04964 2024-03-25 cs.CV 78%

ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting

Yankai Jiang, Zhongzhen Huang, Rongzhao Zhang, Xiaofan Zhang, Shaoting Zhang

专题命中领域大模型：prompting(title,abstract)

Comments This paper has been accepted by CVPR 2024

2403.10001 2024-03-18 cs.CV 78%

Visual Foundation Models Boost Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation

Jingyi Xu, Weidong Yang, Lingdong Kong, Youquan Liu, Rui Zhang, Qingyuan Zhou, Ben Fei

专题命中领域大模型：foundation model(title,abstract)

Comments 8 pages, 6 figures

2403.08818 2024-03-15 cs.LG cs.AI cs.CL 78%

Multimodal Fusion of EHR in Structures and Semantics: Integrating Clinical Records and Notes with Hypergraph and LLM

Hejie Cui, Xinyu Fang, Ran Xu, Xuan Kan, Joyce C. Ho, Carl Yang

专题命中领域大模型：LLM(title)；分类 cs.CL、cs.AI、cs.LG

2311.16510 2024-03-14 cs.CV 78%

Source-Free Domain Adaptation with Frozen Multimodal Foundation Model

Song Tang, Wenxin Su, Mao Ye, Xiatian Zhu

专题命中领域大模型：foundation model(title,abstract)

Comments Accepted at CVPR 2024

2403.05780 2024-03-12 cs.CV 78%

uniGradICON: A Foundation Model for Medical Image Registration

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

专题命中领域大模型：foundation model(title,abstract)

2310.08255 2024-03-12 cs.CV 78%

Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification

Sravanti Addepalli, Ashish Ramayee Asokan, Lakshay Sharma, R. Venkatesh Babu

专题命中领域大模型：language model(title,abstract)

Comments Project page: http://val.cds.iisc.ac.in/VL2V-ADiP/

2401.01583 2024-02-27 cs.CV 78%

Enhancing Representation in Medical Vision-Language Foundation Models via Multi-Scale Information Extraction Techniques

Weijian Huang, Cheng Li, Hong-Yu Zhou, Jiarun Liu, Hao Yang, Yong Liang, Guangming Shi, Hairong Zheng, Shanshan Wang

专题命中领域大模型：foundation model(title,abstract)

2401.15526 2024-01-30 cs.CV 78%

Exploring the Transferability of a Foundation Model for Fundus Images: Application to Hypertensive Retinopathy

Julio Silva-Rodriguez, Jihed Chelbi, Waziha Kabir, Hadi Chakor, Jose Dolz, Ismail Ben Ayed, Riadh Kobbi

专题命中领域大模型：foundation model(title,abstract)

Comments CGI 2023

2312.07630 2024-01-25 cs.CV 78%

Building Universal Foundation Models for Medical Image Analysis with Spatially Adaptive Networks

Lingxiao Luo, Xuanzhong Chen, Bingda Tang, Xinsheng Chen, Rong Han, Chengpeng Hu, Yujiang Li, Ting Chen

专题命中领域大模型：foundation model(title,abstract)

2308.15366 2023-12-29 cs.CV 78%

AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models

Zhaopeng Gu, Bingke Zhu, Guibo Zhu, Yingying Chen, Ming Tang, Jinqiao Wang

专题命中领域大模型：language model(title,abstract)

Comments Accepted by AAAI 2024; Project page: https://anomalygpt.github.io

2312.16202 2023-12-29 cs.CV 78%

Time Travelling Pixels: Bitemporal Features Integration with Foundation Model for Remote Sensing Image Change Detection

Keyan Chen, Chengyang Liu, Wenyuan Li, Zili Liu, Hao Chen, Haotian Zhang, Zhengxia Zou, Zhenwei Shi

专题命中领域大模型：foundation model(title,abstract)

2311.15463 2023-11-28 cs.CV 78%

Where to Begin? From Random to Foundation Model Instructed Initialization in Federated Learning for Medical Image Segmentation

Ming Li, Guang Yang

专题命中领域大模型：foundation model(title,abstract)

2306.05705 2023-11-23 eess.IV cs.CV 78%

On the Challenges and Perspectives of Foundation Models for Medical Image Analysis

Shaoting Zhang, Dimitris Metaxas

专题命中领域大模型：foundation model(title,abstract)

2311.10401 2023-11-20 cs.SE 78%

LLM-based Control Code Generation using Image Recognition

Heiko Koziolek, Anne Koziolek

专题命中领域大模型：LLM(title,abstract)

Comments 8 pages, 8 figures

2311.08075 2023-11-15 eess.IV cs.CV cs.HC 78%

GlanceSeg: Real-time microaneurysm lesion segmentation with gaze-map-guided foundation model for early detection of diabetic retinopathy

Hongyang Jiang, Mengdi Gao, Zirong Liu, Chen Tang, Xiaoqing Zhang, Shuai Jiang, Wu Yuan, Jiang Liu

专题命中领域大模型：foundation model(title,abstract)

Comments 12 pages, 10 figures

2310.19721 2023-11-15 eess.IV cs.CV 78%

Promise:Prompt-driven 3D Medical Image Segmentation Using Pretrained Image Foundation Models

Hao Li, Han Liu, Dewei Hu, Jiacheng Wang, Ipek Oguz

专题命中领域大模型：foundation model(title,abstract)

Comments updated acknowledgments and fixed typos

2305.08776 2023-11-03 cs.CV 78%

Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation Models

Zhimin Chen, Longlong Jing, Yingwei Li, Bing Li

专题命中领域大模型：foundation model(title,abstract)

Comments NeurIPS 2023

2304.13672 2023-11-03 cs.CV 78%

FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain Adaptation of Medical Image Segmentation

Yan Wang, Jian Cheng, Yixin Chen, Shuai Shao, Lanyun Zhu, Zhenzhou Wu, Tao Liu, Haogang Zhu

专题命中领域大模型：prompting(title,abstract)

2306.03899 2023-10-31 cs.CV 78%

Towards Label-free Scene Understanding by Vision Foundation Models

Runnan Chen, Youquan Liu, Lingdong Kong, Nenglun Chen, Xinge Zhu, Yuexin Ma, Tongliang Liu, Wenping Wang

专题命中领域大模型：foundation model(title,abstract)

Comments NeurIPS 2023

2309.15358 2023-09-28 cs.CV 78%

Towards Foundation Models Learned from Anatomy in Medical Imaging via Self-Supervision

Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang

专题命中领域大模型：foundation model(title,abstract)

Comments International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023)---Domain Adaptation and Representation Transfer

2303.01615 2023-09-19 cs.CV 78%

ConTEXTual Net: A Multimodal Vision-Language Model for Segmentation of Pneumothorax

Zachary Huemann, Xin Tie, Junjie Hu, Tyler J. Bradshaw

专题命中领域大模型：language model(title,abstract)

2302.03735 2023-09-14 cs.IR 78%

Pre-train, Prompt and Recommendation: A Comprehensive Survey of Language Modelling Paradigm Adaptations in Recommender Systems

Peng Liu, Lemei Zhang, Jon Atle Gulla

专题命中领域大模型：language model(title,abstract)

Comments Accepted for publication at Transactions of the Association for Computational Linguistics (TACL) in September 2023

2306.09067 2023-09-06 cs.CV 78%

2nd Place Winning Solution for the CVPR2023 Visual Anomaly and Novelty Detection Challenge: Multimodal Prompting for Data-centric Anomaly Detection

Yunkang Cao, Xiaohao Xu, Chen Sun, Yuqi Cheng, Liang Gao, Weiming Shen

专题命中领域大模型：prompting(title)；foundation model(abstract)

Comments The first two author contribute equally. CVPR workshop challenge report. arXiv admin note: substantial text overlap with arXiv:2305.10724

2308.10315 2023-08-23 cs.CV 78%

Improving Adversarial Robustness of Masked Autoencoders via Test-time Frequency-domain Prompting

Qidong Huang, Xiaoyi Dong, Dongdong Chen, Yinpeng Chen, Lu Yuan, Gang Hua, Weiming Zhang, Nenghai Yu

专题命中领域大模型：prompting(title)；pretraining(abstract)

Comments Accepted at ICCV 2023

1. 领域大模型 12705 篇

Low-Rank Knowledge Decomposition for Medical Foundation Models

Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models

Stronger, Fewer, & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation

Sentiment analysis and random forest to classify LLM versus human source applied to Scientific Texts

ORacle: Large Vision-Language Models for Knowledge-Guided Holistic OR Domain Modeling

Envisioning MedCLIP: A Deep Dive into Explainability for Medical Vision-Language Models

ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting

Visual Foundation Models Boost Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation

Multimodal Fusion of EHR in Structures and Semantics: Integrating Clinical Records and Notes with Hypergraph and LLM

Source-Free Domain Adaptation with Frozen Multimodal Foundation Model

uniGradICON: A Foundation Model for Medical Image Registration

Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification

Enhancing Representation in Medical Vision-Language Foundation Models via Multi-Scale Information Extraction Techniques

Exploring the Transferability of a Foundation Model for Fundus Images: Application to Hypertensive Retinopathy

Building Universal Foundation Models for Medical Image Analysis with Spatially Adaptive Networks

AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models

Time Travelling Pixels: Bitemporal Features Integration with Foundation Model for Remote Sensing Image Change Detection

Where to Begin? From Random to Foundation Model Instructed Initialization in Federated Learning for Medical Image Segmentation

On the Challenges and Perspectives of Foundation Models for Medical Image Analysis

LLM-based Control Code Generation using Image Recognition

GlanceSeg: Real-time microaneurysm lesion segmentation with gaze-map-guided foundation model for early detection of diabetic retinopathy

Promise:Prompt-driven 3D Medical Image Segmentation Using Pretrained Image Foundation Models

Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation Models

FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain Adaptation of Medical Image Segmentation

Towards Label-free Scene Understanding by Vision Foundation Models

Towards Foundation Models Learned from Anatomy in Medical Imaging via Self-Supervision

ConTEXTual Net: A Multimodal Vision-Language Model for Segmentation of Pneumothorax

Pre-train, Prompt and Recommendation: A Comprehensive Survey of Language Modelling Paradigm Adaptations in Recommender Systems

2nd Place Winning Solution for the CVPR2023 Visual Anomaly and Novelty Detection Challenge: Multimodal Prompting for Data-centric Anomaly Detection

Improving Adversarial Robustness of Masked Autoencoders via Test-time Frequency-domain Prompting