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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:111/2
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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
Whole slide cervical cancer classification via graph attention networks and contrastive learning
期刊论文
NEUROCOMPUTING, 2025, 卷号: 613
作者:
Fei, Manman
;
Zhang, Xin
;
Chen, Dongdong
;
Song, Zhiyun
;
Wang, Qian
Adobe PDF(5797Kb)
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浏览/下载:358/4
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提交时间:2024/11/08
Lung cancer
Automatic diagnosis
Cancer classification
Cervical cancers
Cervical cells
Contextual information
Graph attention network
Images classification
Supervised contrastive learning
Whole slide image classification
Whole slide images
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:296/8
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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
Performance Evaluation of Multimodal Large Language Models (LLaVA and GPT-4-based ChatGPT) in Medical Image Classification Tasks
会议论文
2024 IEEE 12TH INTERNATIONAL CONFERENCE ON HEALTHCARE INFORMATICS (ICHI), Orlando, FL, USA, 3-6 June 2024
作者:
Yuhang Guo
;
Zhiyu Wan
Adobe PDF(157Kb)
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浏览/下载:215/5
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提交时间:2024/08/26
Biomedical engineering
Computerized tomography
Error correction
Medical applications
Medical image processing
Problem oriented languages
Brain tumor MRI
Brain tumors
Breast ultrasound images
ChatGPT
GPT-4
Language model
Large language model
LLaVA
Medical images processing
Prompt engineering
Tumor classification
VGG
Optimizing Few-Shot Remote Sensing Scene Classification Based on an Improved Data Augmentation Approach
期刊论文
REMOTE SENSING, 2024, 卷号: 16, 期号: 3
作者:
Dong, Zhong
;
Lin, Baojun
;
Xie, Fang
Adobe PDF(3692Kb)
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浏览/下载:380/0
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提交时间:2024/02/23
Classification (of information)
Image classification
Space optics
Augmentation methods
Classification learning
Data augmentation
Feature distortion
Few-shot learning
Remote sensing images
Remote sensing scene classification
Remote-sensing
Scene classification
Shot classification
Optimizing distortion magnitude for data augmentation in few-shot remote sensing scene classification
期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2024, 卷号: 45, 期号: 4, 页码: 1134-1147
作者:
Dong, Zhong
;
Lin, Baojun
;
Xie, Fang
收藏
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浏览/下载:326/0
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提交时间:2024/02/23
Classification (of information)
Learning systems
Classification performance
Classification tasks
Data augmentation
Distortion magnitude
Feature distortion
Remote sensing images
Remote sensing scene classification
Remote-sensing
Scene classification
Shot classification
PFEMed: Few-shot medical image classification using prior guided feature enhancement
期刊论文
PATTERN RECOGNITION, 2023, 卷号: 134
作者:
Adobe PDF(4058Kb)
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浏览/下载:559/1
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提交时间:2022/11/04
Classification (of information)
Deep learning
Image enhancement
Learning systems
Medical imaging
Signal encoding
Auto encoders
Deep learning
Domain adaptions
Feature enhancement
Few-shot learning
Images classification
Learning-based methods
Medical image classification
Target feature
Variational autoencoder
A Method of Converting ANN to SNN for Image Classification
会议论文
2023 IEEE 3RD INTERNATIONAL CONFERENCE ON ELECTRONIC TECHNOLOGY, COMMUNICATION AND INFORMATION, ICETCI 2023, Changchun, China, May 26, 2023 - May 28, 2023
作者:
Zhou, Ruohong
Adobe PDF(1804Kb)
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浏览/下载:239/0
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提交时间:2023/08/18
Classification (of information)
Deep learning
Low power electronics
Neural networks
Neurons
Accuracy loss
ANN-to-spiking neural network
Clipping layer
Images classification
Learning models
Neural-networks
Potential initialization
Spiking neural network
Time step
A Closer Look at Self-Supervised Lightweight Vision Transformers
会议论文
PROCEEDINGS OF MACHINE LEARNING RESEARCH, Honolulu, HI, United states, July 23, 2023 - July 29, 2023
作者:
Wang, Shaoru
;
Gao, Jin
;
Li, Zeming
;
Zhang, Xiaoqin
;
Hu, Weiming
Adobe PDF(3494Kb)
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浏览/下载:159/0
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提交时间:2024/01/19
Supervised learning
Architecture designs
Classification tasks
Down-stream
Images classification
Large-scales
Performance
Pre-training
Prediction tasks
Training methods
Transformer performance
Progressive Attention Guidance for Whole Slide Vulvovaginal Candidiasis Screening
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 12, 2023
作者:
Cai, Jiangdong
;
Xiong, Honglin
;
Cao, Maosong
;
Liu, Luyan
;
Zhang, Lichi
Adobe PDF(3256Kb)
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收藏
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浏览/下载:327/77
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提交时间:2023/11/10
Candida
Computer aided diagnosis
Disease control
Learning systems
Attention-guided
Classification models
Computer-aided
Control and prevention
Image-based
Images classification
Labeled data
Screening methods
Vulvovaginal candidiasis
Whole slide images
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