v1v2 (latest)

BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models

Computer Vision and Pattern Recognition (CVPR), 2024

21 November 2024

Taha Koleilat

Hojat Asgariandehkordi

Papers citing "BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models"

40 / 40 papers shown

Title
Medical Knowledge Intervention Prompt Tuning for Medical Image ClassificationIEEE Transactions on Medical Imaging (IEEE TMI), 2025 Ye Du Nanxi Yu Shujun Wang LM&MA VLM 188 1 0 16 Nov 2025
Self-Calibrated Consistency can Fight Back for Adversarial Robustness in Vision-Language Models Jiaxiang Liu Jiawei Du Xiao Liu Prayag Tiwari Mingkun Xu AAML VLM 108 1 0 26 Oct 2025
BiomedXPro: Prompt Optimization for Explainable Diagnosis with Biomedical Vision Language Models Kaushitha Silva Mansitha Eashwara Sanduni Ubayasiri Ruwan Tennakoon Damayanthi Herath LM&MA 166 0 0 17 Oct 2025
Cluster-Aware Prompt Ensemble Learning for Few-Shot Vision-Language Model AdaptationPattern Recognition (Pattern Recogn.), 2025 Zhi Chen Xin Yu Xiaohui Tao Yan Li Zi Huang VLM 140 2 0 10 Oct 2025
Singular Value Few-shot Adaptation of Vision-Language Models Taha Koleilat H. Rivaz Yiming Xiao VLM 218 0 0 03 Sep 2025
TextSAM-EUS: Text Prompt Learning for SAM to Accurately Segment Pancreatic Tumor in Endoscopic Ultrasound Pascal Spiegler Taha Koleilat Arash Harirpoush Corey S. Miller H. Rivaz Marta Kersten-Oertel Yiming Xiao MedIm 264 1 0 24 Jul 2025
Grounding DINO-US-SAM: Text-Prompted Multi-Organ Segmentation in Ultrasound with LoRA-Tuned Vision-Language ModelsIEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control (IEEE TUFFC), 2025 Hamza Rasaee Taha Koleilat H. Rivaz 161 1 0 30 Jun 2025
Interpreting Biomedical VLMs on High-Imbalance Out-of-Distributions: An Insight into BiomedCLIP on Radiology Nafiz Sadman Farhana Zulkernine Benjamin Kwan 145 0 0 17 Jun 2025
BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs Sheng Zhang Yanbo Xu Naoto Usuyama Hanwen Xu J. Bagga ... Carlo Bifulco M. Lungren Tristan Naumann Sheng Wang Hoifung Poon LM&MA MedIm 733 422 0 10 Jan 2025
MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image Segmentation Taha Koleilat Hojat Asgariandehkordi H. Rivaz Yiming Xiao MedIm VLM 659 29 0 28 Sep 2024
Aligning Medical Images with General Knowledge from Large Language ModelsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024 X. B. Fang Yi Lin Dong Zhang Kwang-Ting Cheng Hao Chen LM&MA VLM 257 8 0 31 Aug 2024
CLEFT: Language-Image Contrastive Learning with Efficient Large Language Model and Prompt Fine-Tuning Yuexi Du Brian Chang Nicha Dvornek MedIm VLM 167 6 0 30 Jul 2024
Prompt engineering paradigms for medical applications: scoping review and recommendations for better practicesJournal of Medical Internet Research (JMIR), 2024 Jamil Zaghir Marco Naguib Mina Bjelogrlic Aurélie Névéol Xavier Tannier Christian Lovis AI4CE LM&MA 233 64 0 02 May 2024
LP++: A Surprisingly Strong Linear Probe for Few-Shot CLIPComputer Vision and Pattern Recognition (CVPR), 2024 Yunshi Huang Fereshteh Shakeri Jose Dolz Malik Boudiaf Houda Bahig Ismail Ben Ayed 205 41 0 02 Apr 2024
MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image Segmentation Taha Koleilat Hojat Asgariandehkordi H. Rivaz Yiming Xiao VLM MedIm 395 43 0 29 Mar 2024
XCoOp: Explainable Prompt Learning for Computer-Aided Diagnosis via Concept-guided Context OptimizationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024 Yequan Bie Luyang Luo Zhixuan Chen Hao Chen 174 18 0 14 Mar 2024
Learning to Prompt with Text Only Supervision for Vision-Language Models Muhammad Uzair Khattak Muhammad Ferjad Naeem Muzammal Naseer Luc Van Gool F. Tombari VLM VPVLM 262 38 0 04 Jan 2024
A Closer Look at the Few-Shot Adaptation of Large Vision-Language Models Julio Silva-Rodríguez Sina Hajimiri Ismail Ben Ayed Jose Dolz VLM 288 56 0 20 Dec 2023
CLIP in Medical Imaging: A Comprehensive SurveyMedical Image Analysis (MIA), 2023 Zihao Zhao Yuxiao Liu Han Wu Yonghao Li Sheng Wang L. Teng Disheng Liu Zhiming Cui Qian Wang Hongtu Zhu CLIP MedIm LM&MA VLM 553 38 0 12 Dec 2023
Domain-Controlled Prompt LearningAAAI Conference on Artificial Intelligence (AAAI), 2023 Qinglong Cao Zhengqin Xu Yuantian Chen Chao Ma Xiaokang Yang VLM 214 29 0 30 Sep 2023
PREFER: Prompt Ensemble Learning via Feedback-Reflect-RefineAAAI Conference on Artificial Intelligence (AAAI), 2023 Chenrui Zhang Lina Liu Jinpeng Wang Chuyuan Wang Xiaodi Sun Hongyu Wang Mingchen Cai LLMAG 223 39 0 23 Aug 2023
Self-regulating Prompts: Foundational Model Adaptation without ForgettingIEEE International Conference on Computer Vision (ICCV), 2023 Muhammad Uzair Khattak Syed Talal Wasim Muzammal Naseer Salman Khan Ming-Hsuan Yang Fahad Shahbaz Khan VLM 348 302 0 13 Jul 2023
A ChatGPT Aided Explainable Framework for Zero-Shot Medical Image Diagnosis Jiaxiang Liu Tianxiang Hu Yan Zhang Xiaotang Gai Yang Feng Zuozhu Liu LM&MA MedIm 191 43 0 05 Jul 2023
Visual-Language Prompt Tuning with Knowledge-guided Context OptimizationComputer Vision and Pattern Recognition (CVPR), 2023 Hantao Yao Rui Zhang Changsheng Xu VLM VPVLM 466 353 0 23 Mar 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 4.3K 20,543 0 15 Mar 2023
MaPLe: Multi-modal Prompt LearningComputer Vision and Pattern Recognition (CVPR), 2022 Muhammad Uzair Khattak H. Rasheed Muhammad Maaz Salman Khan Fahad Shahbaz Khan VPVLM VLM 689 858 0 06 Oct 2022
Prompt-aligned Gradient for Prompt TuningIEEE International Conference on Computer Vision (ICCV), 2022 B. Zhu Yulei Niu Yucheng Han Yuehua Wu Hanwang Zhang VLM 702 412 0 30 May 2022
Making the Most of Text Semantics to Improve Biomedical Vision--Language ProcessingEuropean Conference on Computer Vision (ECCV), 2022 Benedikt Boecking Naoto Usuyama Shruthi Bannur Daniel Coelho De Castro Anton Schwaighofer ... Tristan Naumann A. Nori Javier Alvarez-Valle Hoifung Poon Ozan Oktay 478 347 0 21 Apr 2022
Conditional Prompt Learning for Vision-Language ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VLM CLIP VPVLM 501 1,840 0 10 Mar 2022
Does CLIP Benefit Visual Question Answering in the Medical Domain as Much as it Does in the General Domain? Sedigheh Eslami Gerard de Melo Christoph Meinel CLIP MedIm 165 141 0 27 Dec 2021
Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling Renrui Zhang Rongyao Fang Wei Zhang Shiyang Feng Kunchang Li Jifeng Dai Yu Qiao Jiaming Song VLM 630 518 0 06 Nov 2021
CLIP-Adapter: Better Vision-Language Models with Feature AdaptersInternational Journal of Computer Vision (IJCV), 2021 Shiyang Feng Shijie Geng Renrui Zhang Teli Ma Rongyao Fang Zelong Li Jiaming Song Yu Qiao VLM CLIP 1.1K 1,418 0 09 Oct 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 1.2K 3,284 0 02 Sep 2021
COVID-19 Infection Localization and Severity Grading from Chest X-ray ImagesComputers in Biology and Medicine (Comput Biol Med), 2021 Anas Tahir M. Chowdhury Amith Khandakar Tawsifur Rahman Yazan Qiblawey ... Somaya Al-Madeed K. Hameed Tahir Hamid S. Mahmud Maymouna Ezeddin 198 170 0 14 Mar 2021
Learning Transferable Visual Models From Natural Language SupervisionInternational Conference on Machine Learning (ICML), 2021 Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 2.0K 40,627 0 26 Feb 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text SupervisionInternational Conference on Machine Learning (ICML), 2021 Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 1.3K 4,836 0 11 Feb 2021
BCN20000: Dermoscopic Lesions in the WildScientific Data (Sci Data), 2019 Marc Combalia Noel Codella V. Rotemberg Brian Helba Verónica Vilaplana ... Cristina Carrera Alicia Barreiro Allan Halpern S. Puig J. Malvehy 246 563 0 06 Aug 2019
Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC) Noel Codella V. Rotemberg P. Tschandl M. E. Celebi Stephen W. Dusza ... Aadi Kalloo Konstantinos Liopyris Michael Marchetti Harald Kittler Allan Halpern 440 1,506 0 09 Feb 2019
Parameter-Efficient Transfer Learning for NLPInternational Conference on Machine Learning (ICML), 2019 N. Houlsby A. Giurgiu Stanislaw Jastrzebski Bruna Morrone Quentin de Laroussilhe Andrea Gesmundo Mona Attariyan Sylvain Gelly 613 5,588 0 02 Feb 2019
Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin Imaging Collaboration (ISIC) Noel Codella D. Gutman M. E. Celebi Brian Helba Michael Marchetti ... Aadi Kalloo Konstantinos Liopyris N. Mishra Harald Kittler Allan Halpern 480 2,413 0 13 Oct 2017