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BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models
v1v2 (latest)

BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models

21 November 2024
Taha Koleilat
Hojat Asgariandehkordi
H. Rivaz
Yiming Xiao
    VLM
ArXiv (abs)PDFHTML

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

33 / 33 papers shown
Title
Interpreting Biomedical VLMs on High-Imbalance Out-of-Distributions: An Insight into BiomedCLIP on Radiology
Interpreting Biomedical VLMs on High-Imbalance Out-of-Distributions: An Insight into BiomedCLIP on Radiology
Nafiz Sadman
Farhana Zulkernine
Benjamin Kwan
27
0
0
17 Jun 2025
BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs
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&MAMedIm
246
235
0
10 Jan 2025
MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image Segmentation
MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image Segmentation
Taha Koleilat
Hojat Asgariandehkordi
H. Rivaz
Yiming Xiao
MedImVLM
132
9
0
28 Sep 2024
Aligning Medical Images with General Knowledge from Large Language
  Models
Aligning Medical Images with General Knowledge from Large Language Models
X. B. Fang
Yi Lin
Dong Zhang
Kwang-Ting Cheng
Hao Chen
LM&MAVLM
106
4
0
31 Aug 2024
CLEFT: Language-Image Contrastive Learning with Efficient Large Language
  Model and Prompt Fine-Tuning
CLEFT: Language-Image Contrastive Learning with Efficient Large Language Model and Prompt Fine-Tuning
Yuexi Du
Brian Chang
Nicha Dvornek
MedImVLM
79
3
0
30 Jul 2024
Prompt engineering paradigms for medical applications: scoping review
  and recommendations for better practices
Prompt engineering paradigms for medical applications: scoping review and recommendations for better practices
Jamil Zaghir
Marco Naguib
Mina Bjelogrlic
Aurélie Névéol
Xavier Tannier
Christian Lovis
AI4CELM&MA
83
6
0
02 May 2024
LP++: A Surprisingly Strong Linear Probe for Few-Shot CLIP
LP++: A Surprisingly Strong Linear Probe for Few-Shot CLIP
Yunshi Huang
Fereshteh Shakeri
Jose Dolz
Malik Boudiaf
Houda Bahig
Ismail Ben Ayed
92
23
0
02 Apr 2024
MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image
  Segmentation
MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image Segmentation
Taha Koleilat
Hojat Asgariandehkordi
H. Rivaz
Yiming Xiao
VLMMedIm
124
13
0
29 Mar 2024
XCoOp: Explainable Prompt Learning for Computer-Aided Diagnosis via
  Concept-guided Context Optimization
XCoOp: Explainable Prompt Learning for Computer-Aided Diagnosis via Concept-guided Context Optimization
Yequan Bie
Luyang Luo
Zhixuan Chen
Hao Chen
76
7
0
14 Mar 2024
Learning to Prompt with Text Only Supervision for Vision-Language Models
Learning to Prompt with Text Only Supervision for Vision-Language Models
Muhammad Uzair Khattak
Muhammad Ferjad Naeem
Muzammal Naseer
Luc Van Gool
F. Tombari
VLMVPVLM
94
22
0
04 Jan 2024
A Closer Look at the Few-Shot Adaptation of Large Vision-Language Models
A Closer Look at the Few-Shot Adaptation of Large Vision-Language Models
Julio Silva-Rodríguez
Sina Hajimiri
Ismail Ben Ayed
Jose Dolz
VLM
71
34
0
20 Dec 2023
CLIP in Medical Imaging: A Comprehensive Survey
CLIP in Medical Imaging: A Comprehensive Survey
Zihao Zhao
Yuxiao Liu
Han Wu
Yonghao Li
Sheng Wang
L. Teng
Disheng Liu
Zhiming Cui
Qian Wang
Dinggang Shen
CLIPMedImLM&MAVLM
156
43
0
12 Dec 2023
Domain-Controlled Prompt Learning
Domain-Controlled Prompt Learning
Qinglong Cao
Zhengqin Xu
Yuantian Chen
Chao Ma
Xiaokang Yang
VLM
98
18
0
30 Sep 2023
PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine
PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine
Chenrui Zhang
Lina Liu
Jinpeng Wang
Chuyuan Wang
Xiaodi Sun
Hongyu Wang
Mingchen Cai
LLMAG
80
25
0
23 Aug 2023
Self-regulating Prompts: Foundational Model Adaptation without
  Forgetting
Self-regulating Prompts: Foundational Model Adaptation without Forgetting
Muhammad Uzair Khattak
Syed Talal Wasim
Muzammal Naseer
Salman Khan
Ming-Hsuan Yang
Fahad Shahbaz Khan
VLM
93
189
0
13 Jul 2023
A ChatGPT Aided Explainable Framework for Zero-Shot Medical Image
  Diagnosis
A ChatGPT Aided Explainable Framework for Zero-Shot Medical Image Diagnosis
Jiaxiang Liu
Tianxiang Hu
Yan Zhang
Xiaotang Gai
Yang Feng
Zuozhu Liu
LM&MAMedIm
79
35
0
05 Jul 2023
Visual-Language Prompt Tuning with Knowledge-guided Context Optimization
Visual-Language Prompt Tuning with Knowledge-guided Context Optimization
Hantao Yao
Rui Zhang
Changsheng Xu
VLMVPVLM
204
227
0
23 Mar 2023
GPT-4 Technical Report
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
LLMAGMLLM
1.6K
14,852
0
15 Mar 2023
MaPLe: Multi-modal Prompt Learning
MaPLe: Multi-modal Prompt Learning
Muhammad Uzair Khattak
H. Rasheed
Muhammad Maaz
Salman Khan
Fahad Shahbaz Khan
VPVLMVLM
297
574
0
06 Oct 2022
Prompt-aligned Gradient for Prompt Tuning
Prompt-aligned Gradient for Prompt Tuning
Beier Zhu
Yulei Niu
Yucheng Han
Yuehua Wu
Hanwang Zhang
VLM
325
294
0
30 May 2022
Making the Most of Text Semantics to Improve Biomedical Vision--Language
  Processing
Making the Most of Text Semantics to Improve Biomedical Vision--Language Processing
Benedikt Boecking
Naoto Usuyama
Shruthi Bannur
Daniel Coelho De Castro
Anton Schwaighofer
...
Tristan Naumann
A. Nori
Javier Alvarez-Valle
Hoifung Poon
Ozan Oktay
91
247
0
21 Apr 2022
Conditional Prompt Learning for Vision-Language Models
Conditional Prompt Learning for Vision-Language Models
Kaiyang Zhou
Jingkang Yang
Chen Change Loy
Ziwei Liu
VLMCLIPVPVLM
163
1,365
0
10 Mar 2022
Does CLIP Benefit Visual Question Answering in the Medical Domain as
  Much as it Does in the General Domain?
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
CLIPMedIm
84
121
0
27 Dec 2021
Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language
  Modeling
Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling
Renrui Zhang
Rongyao Fang
Wei Zhang
Peng Gao
Kunchang Li
Jifeng Dai
Yu Qiao
Hongsheng Li
VLM
292
404
0
06 Nov 2021
CLIP-Adapter: Better Vision-Language Models with Feature Adapters
CLIP-Adapter: Better Vision-Language Models with Feature Adapters
Peng Gao
Shijie Geng
Renrui Zhang
Teli Ma
Rongyao Fang
Yongfeng Zhang
Hongsheng Li
Yu Qiao
VLMCLIP
352
1,065
0
09 Oct 2021
Learning to Prompt for Vision-Language Models
Learning to Prompt for Vision-Language Models
Kaiyang Zhou
Jingkang Yang
Chen Change Loy
Ziwei Liu
VPVLMCLIPVLM
552
2,447
0
02 Sep 2021
COVID-19 Infection Localization and Severity Grading from Chest X-ray
  Images
COVID-19 Infection Localization and Severity Grading from Chest X-ray Images
Anas Tahir
M. Chowdhury
Amith Khandakar
Tawsifur Rahman
Yazan Qiblawey
...
Somaya Al-Madeed
K. Hameed
Tahir Hamid
S. Mahmud
Maymouna Ezeddin
109
147
0
14 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision
Learning Transferable Visual Models From Natural Language Supervision
Alec Radford
Jong Wook Kim
Chris Hallacy
Aditya A. Ramesh
Gabriel Goh
...
Amanda Askell
Pamela Mishkin
Jack Clark
Gretchen Krueger
Ilya Sutskever
CLIPVLM
1.1K
30,092
0
26 Feb 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy
  Text Supervision
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision
Chao Jia
Yinfei Yang
Ye Xia
Yi-Ting Chen
Zarana Parekh
Hieu H. Pham
Quoc V. Le
Yun-hsuan Sung
Zhen Li
Tom Duerig
VLMCLIP
543
3,913
0
11 Feb 2021
BCN20000: Dermoscopic Lesions in the Wild
BCN20000: Dermoscopic Lesions in the Wild
Marc Combalia
Noel Codella
V. Rotemberg
Brian Helba
Verónica Vilaplana
...
Cristina Carrera
Alicia Barreiro
Allan Halpern
S. Puig
J. Malvehy
70
450
0
06 Aug 2019
Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted
  by the International Skin Imaging Collaboration (ISIC)
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
117
1,198
0
09 Feb 2019
Parameter-Efficient Transfer Learning for NLP
Parameter-Efficient Transfer Learning for NLP
N. Houlsby
A. Giurgiu
Stanislaw Jastrzebski
Bruna Morrone
Quentin de Laroussilhe
Andrea Gesmundo
Mona Attariyan
Sylvain Gelly
240
4,553
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)
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
113
2,093
0
13 Oct 2017
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