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CLIP in medical imaging: A survey
期刊论文
MEDICAL IMAGE ANALYSIS, 2025, 卷号: 102
作者:
Zhao, Zihao
;
Liu, Yuxiao
;
Wua, Han
;
Wang, Mei
;
Li, Yonghao
Adobe PDF(3766Kb)
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浏览/下载:30/5
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提交时间:2025/04/14
Medical image analysis
Image-text alignment
Vision language model
Constrative languagr-image pre training
Progressive self-supervised learning: A pre-training method for crowd counting
期刊论文
PATTERN RECOGNITION LETTERS, 2025, 卷号: 188, 页码: 148-154
作者:
Gu, Yao
;
Zheng, Zhe
;
Wu, Yingna
;
Xie, Guangping
;
Ni, Na
Adobe PDF(2000Kb)
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浏览/下载:112/2
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提交时间:2025/02/12
Adversarial machine learning
Contrastive Learning
Federated learning
Crowd counting
Dataset construction
Feature representation
Images classification
Learning methods
Learning process
Modeling performance
Pre-training
Supervised learning approaches
Training methods
An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-training
期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2025
作者:
Adobe PDF(3950Kb)
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浏览/下载:215/2
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提交时间:2024/05/15
Masked image modeling
Vision transformers
Lightweight networks
Knowledge distillation
Visual tracking
Image representation
Machine vision
Photointerpretation
Vision
Down-stream
Fine tuning
Image modeling
Lightweight network
Performance
Pre-training
Vision transformer
Visual Tracking
Distillation of multi-class cervical lesion cell detection via synthesis-aided pre-training and patch-level feature alignment
期刊论文
NEURAL NETWORKS, 2024, 卷号: 178
作者:
Fei, Manman
;
Shen, Zhenrong
;
Song, Zhiyun
;
Wang, Xin
;
Cao, Maosong
Adobe PDF(3396Kb)
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浏览/下载:300/8
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提交时间:2024/06/07
Cells
Classification (of information)
Cytology
Distillation
Feature extraction
Image processing
Network architecture
Automated detection
Cell detection
Cervical lesion cell detection
Cervical lesions
Detection networks
Feature alignment
Images synthesis
Knowledge distillation
Pre-training
Training model
Inter-slice Super-resolution of Magnetic Resonance Images by Pre-training and Self-supervised Fine-tuning
会议论文
ARXIV, Athens, Greece, 27-30 May 2024
作者:
Wang, Xin
;
Song, Zhiyun
;
Zhu, Yitao
;
Wang, Sheng
;
Zhang, Lichi
Adobe PDF(8701Kb)
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收藏
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浏览/下载:206/0
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提交时间:2024/07/02
Super-resolution
Magnetic Resonance Image
Pre-training
Mining Fine-Grained Image-Text Alignment for Zero-Shot Captioning via Text-Only Training
会议论文
PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Vancouver, BC, Canada, February 20, 2024 - February 27, 2024
作者:
Qiu, Longtian
;
Ning, Shan
;
He, Xuming
Adobe PDF(948Kb)
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浏览/下载:375/43
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提交时间:2024/04/26
Gaussian distribution
Breakings
Fine grained
Image captioning
Image texts
Performance
Power
Pre-training
Text alignments
Textual description
Visual feature
Mining Gaze for Contrastive Learning toward Computer-Assisted Diagnosis
会议论文
PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Vancouver, BC, Canada, February 20, 2024 - February 27, 2024
作者:
Zhao, Zihao
;
Wang, Sheng
;
Wang, Qian
;
Shen, Dinggang
Adobe PDF(2801Kb)
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浏览/下载:504/85
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提交时间:2024/04/26
Behavioral research
Computer aided diagnosis
Computer aided instruction
Deep learning
Medical imaging
Semantics
Clinical reasoning
Computer assisted diagnosis
Eye-tracking
Image domain
Large-scales
Plug-and-play
Pre-training
Radiology reports
Semantic similarity
Visual Attention
UniGen: Unified Generative Pre-training for Multilingual Multimodal Representation
会议论文
ACM INTERNATIONAL CONFERENCE PROCEEDING SERIES, Tokyo, Japan, March 16, 2024 - March 18, 2024
作者:
Tian, Zheyuan
;
Luo, Guan
;
Wang, Bo
;
Li, Bing
;
Hu, Weiming
Adobe PDF(1018Kb)
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收藏
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浏览/下载:202/1
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提交时间:2024/09/06
Autoregressive modelling
Generative model
Image data
Internet data
Multi-modal
Multilingual model
Multilingual texts
Multimodal pre-training
Pre-training
Text images
Semantics-enhanced Cross-modal Masked Image Modeling for Vision-Language Pre-training
会议论文
2024 JOINT INTERNATIONAL CONFERENCE ON COMPUTATIONAL LINGUISTICS, LANGUAGE RESOURCES AND EVALUATION, LREC-COLING 2024 - MAIN CONFERENCE PROCEEDINGS, Hybrid, Torino, Italy, May 20, 2024 - May 25, 2024
作者:
Liu, Haowei
;
Shi, Yaya
;
Xu, Haiyang
;
Yuan, Chunfeng
;
Ye, Qinghao
收藏
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浏览/下载:180/0
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提交时间:2024/09/06
Alignment
Encoding (symbols)
Image enhancement
Modeling languages
Cross-modal
Cross-modal alignment
High level semantics
Image modeling
Local semantic enhancing
Local semantics
Masked image modeling
Modal semantics
Pre-training
Semantic alignments
WHAT MAKES GOOD DATA FOR ALIGNMENT? A COMPREHENSIVE STUDY OF AUTOMATIC DATA SELECTION IN INSTRUCTION TUNING
会议论文
12TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, ICLR 2024, Hybrid, Vienna, Austria, May 7, 2024 - May 11, 2024
作者:
Adobe PDF(1925Kb)
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收藏
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浏览/下载:187/0
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提交时间:2024/08/23
Data reduction
Data engineering
Data sample
Data Selection
Good data
Language model
Limited data
Pre-training
Preference optimizations
Recent researches
User's preferences
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