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科研机构
兰州理工大学 [5]
武汉大学 [2]
内容类型
期刊论文 [4]
会议论文 [3]
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2021 [2]
2019 [2]
2017 [1]
2015 [2]
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A concise review of recent few-shot meta-learning methods
期刊论文
NEUROCOMPUTING, 2021, 卷号: 456, 页码: 463-468
作者:
Li, Xiaoxu
;
Sun, Zhuo
;
Xue, Jing-Hao
;
Ma, Zhanyu
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2021/10/14
Meta Learning
Few-shot Learning
Image Classification
Deep Neural Networks
Small-sample Learning
Deep InterBoost networks for small-sample image classification
期刊论文
NEUROCOMPUTING, 2021, 卷号: 456, 页码: 492-503
作者:
Li, Xiaoxu
;
Chang, Dongliang
;
Ma, Zhanyu
;
Tan, Zheng-Hua
;
Xue, Jing-Hao
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2021/10/14
Ensemble learning
Deep neural network
Small-sample image classification
Overfitting
Small-sample image classification method of combining prototype and margin learning
会议论文
Lanzhou, China, November 18, 2019 - November 21, 2019
作者:
Li, Xiaoxu
;
Yu, Liyun
;
Cao, Jie
;
Chang, Dongliang
;
Ma, Zhanyu
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  |  
浏览/下载:0/0
  |  
提交时间:2020/11/15
Classification (of information)
Deep neural networks
Image classification
Large dataset
Learning systems
Neural networks
Classification methods
Ensemble learning
Ensemble methods
Large-scale datasets
Prototype and margin learning
Prototype learning
Small sample datum
Small samples
Image-text dual neural network with decision strategy for small-sample image classification
期刊论文
NEUROCOMPUTING, 2019, 卷号: 328, 页码: 182-188
作者:
Zhu, Fangyi
;
Ma, Zhanyu
;
Li, Xiaoxu
;
Chen, Guang
;
Chien, Jen-Tzung
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2019/11/15
Small-sample image classification
Few-shot
Ensemble learning
Deep convolutional neural network
Image-Text Dual Model for Small-Sample Image Classification
会议论文
作者:
Zhu, Fangyi
;
Li, Xiaoxu
;
Ma, Zhanyu
;
Chen, Guang
;
Peng, Pai
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  |  
浏览/下载:5/0
  |  
提交时间:2019/11/15
Small-sample image classification
Ensemble learning
Deep convolutional neural network
A Nonlinear Multiple Feature Learning Classifier for Hyperspectral Images With Limited Training Samples
会议论文
作者:
Li, Jiayi
;
Zhang, Hongyan
;
Zhang, Liangpei
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/05
Classification
collaborative representation (CR)
hyperspectral image (HSI)
Kernel method
small sample set
A Nonlinear Multiple Feature Learning Classifier for Hyperspectral Images With Limited Training Samples
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2015, 卷号: 8, 期号: 6
作者:
Li, Jiayi
;
Zhang, Hongyan
;
Zhang, Liangpei
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/05
Classification
collaborative representation (CR)
hyperspectral image (HSI)
Kernel method
small sample set
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