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科研机构
兰州理工大学 [5]
内容类型
期刊论文 [3]
会议论文 [2]
发表日期
2021 [2]
2019 [2]
2018 [1]
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Remarnet: Conjoint relation and margin learning for small-sample image classification
期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2021, 卷号: 31, 期号: 4, 页码: 1569-1579
作者:
Li, Xiaoxu
;
Yu, Liyun
;
Yang, Xiaochen
;
Ma, Zhanyu
;
Xue, Jing-Hao
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2021/06/03
Deep learning
Image classification
Sampling
Classification mechanism
Competitive performance
Discriminative features
Discriminative power
Fully connected networks
Novel neural network
State-of-the-art methods
State-of-the-art performance
ReMarNet: Conjoint Relation and Margin Learning for Small-Sample Image Classification
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2021, 卷号: 31, 期号: 4, 页码: 1569-1579
作者:
Li, Xiaoxu
;
Yu, Liyun
;
Yang, Xiaochen
;
Ma, Zhanyu
;
Xue, Jing-Hao
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2021/06/03
Training
Prototypes
Neural networks
Feature extraction
Task analysis
Deep learning
Adaptation models
Small-sample learning
deep neural network
relation learning
discriminative feature learning
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
收藏
  |  
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
Dual Cross-Entropy Loss for Small-Sample Fine-Grained Vehicle Classification
期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2019, 卷号: 68, 期号: 5, 页码: 4204-4212
作者:
Li, Xiaoxu
;
Yu, Liyun
;
Chang, Dongliang
;
Ma, Zhanyu
;
Cao, Jie
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/11/15
Cross-entropy loss
fine-grained vehicle classification
deep neural networks
Softmax Cross Entropy Loss with Unbiased Decision Boundary for Image Classification
会议论文
作者:
Cao, Jie
;
Su, Zhe
;
Yu, Liyun
;
Chang, Dongliang
;
Li, Xiaoxu
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/11/15
image classification
neural networks
softmax cross entropy loss
decision boundary
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