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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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收藏
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浏览/下载:114/2
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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
Physics-Informed Data-Driven Control Strategy Classification for Inverter Based Resources During Transients
会议论文
2024 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING (PESGM), Seattle, WA, USA, 21-25 July 2024
作者:
Xinchen Zou
;
Yuhao Xie
;
Zhiqiang Duan
;
Yayu Yang
;
Yu Liu
Adobe PDF(542Kb)
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浏览/下载:483/5
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提交时间:2024/04/08
Transients
Classification methods
Control strategies
Control strategy classification
Convolutional neural network
Data driven
Data-driven control
Inverter based resource
Inverter-based
Large-scales
Performance
Evidence for identification of acute myeloid leukemia using peripheral blood's infrared spectrum and logistic regression
期刊论文
INFRARED PHYSICS AND TECHNOLOGY, 2024, 卷号: 138
作者:
Wang, Na
;
Wang, Jie
;
Xie, Leiying
;
Guo, Ruobing
;
Duan, Junli
Adobe PDF(2239Kb)
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收藏
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浏览/下载:322/0
|
提交时间:2024/03/08
Blood
Damage detection
Diagnosis
Diseases
Logistic regression
Acute myeloid leukemia
Bone marrow
Classification models
Diagnostic methods
High sensitivity
Infrared spectrum
IS problems
Logistics regressions
Peripheral blood
Therapeutic method
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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收藏
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浏览/下载:387/0
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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
Emergence of Segmentation with Minimalistic White-Box Transformers
会议论文
PROCEEDINGS OF MACHINE LEARNING RESEARCH, Hongkong, China, January 3, 2024 - January 6, 2024
作者:
Yu, Yaodong
;
Chu, Tianzhe
;
Tong, Shengbang
;
Wu, Ziyang
;
Pai, Druv
Adobe PDF(11992Kb)
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收藏
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浏览/下载:196/0
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提交时间:2024/02/23
Network architecture
Classification tasks
Condition
Downstream applications
Learning mechanism
Modeling architecture
Proper design
Property
Supervised classification
Supervised methods
White box
Identifying Alzheimer’s Disease-Induced Topology Alterations in Structural Networks Using Convolutional Neural Networks
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 8, 2023
作者:
Liu, Feihong
;
Pan, Yongsheng
;
Yang, Junwei
;
Xie, Fang
;
He, Xiaowei
Adobe PDF(970Kb)
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收藏
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浏览/下载:281/0
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提交时间:2023/11/24
Convolution
Convolutional neural networks
Graph neural networks
Learning systems
Magnetic resonance imaging
Medical imaging
Alzheimer
Alzheimer’s disease
Classification accuracy
Convolutional neural network
Graph learning
Heterogeneous topologies
High angular resolutions
Learning methods
Structural networks
White matter connectivities
Robust embedding regression for semi-supervised learning
期刊论文
PATTERN RECOGNITION, 2024, 卷号: 145
作者:
Bao, Jiaqi
;
Kudo, Mineichi
;
Kimura, Keigo
;
Sun, Lu
Adobe PDF(2659Kb)
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收藏
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浏览/下载:444/0
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提交时间:2023/10/13
Classification (of information)
Feature Selection
Iterative methods
Regression analysis
Embeddings
Features selection
Labeled data
Low-rank representations
Nuclear norm
Real-world
Ridge regression
Semi-supervised learning
Semi-supervised method
Unlabeled data
Weakly supervised learning for pattern classification in serial femtosecond crystallography
期刊论文
OPTICS EXPRESS, 2023, 卷号: 31, 期号: 20, 页码: 32909-32924
作者:
Xie, Jianan
;
Liu, Ji
;
Zhang, Chi
;
Chen, Xihui
;
Huai, Ping
Adobe PDF(46123Kb)
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收藏
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浏览/下载:253/0
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提交时间:2024/01/19
Classification (of information)
Crystal structure
Data handling
Diffraction patterns
Electrons
Free electron lasers
Interferometry
Supervised learning
X ray crystallography
Crystals structures
High-resolution structures
Labeled dataset
Laser facilities
Machine learning methods
Patterns classification
Serial femtosecond crystallographies
Supervised methods
Weakly supervised learning
X-ray free electron lasers
Structural Attention Graph Neural Network for Diagnosis and Prediction of COVID-19 Severity
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: 42, 期号: 2, 页码: 557-567
作者:
Liu, Yanbei
;
Li, Henan
;
Luo, Tao
;
Zhang, Changqing
Adobe PDF(3166Kb)
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收藏
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浏览/下载:456/0
|
提交时间:2023/03/10
Biological organs
Classification (of information)
Computerized tomography
Diagnosis
Forecasting
Graph neural networks
Iterative methods
Learning systems
Medical imaging
Attention mechanisms
Chest CT
Conversion time
Coronavirus disease 2019 severity
Graph neural networks
Multi-source informations
Multitask learning
Non-imaging
Structural attention mechanism
Work-flows
PFEMed: Few-shot medical image classification using prior guided feature enhancement
期刊论文
PATTERN RECOGNITION, 2023, 卷号: 134
作者:
Dai, Zhiyong
;
Yi, Jianjun
;
Yan, Lei
;
Xu, Qingwen
;
Hu, Liang
Adobe PDF(4058Kb)
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浏览/下载:563/1
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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
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