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科研机构
兰州理工大学 [8]
内容类型
期刊论文 [7]
会议论文 [1]
发表日期
2022 [1]
2021 [4]
2020 [2]
2019 [1]
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Learning Calibrated Class Centers for Few-Shot Classification by Pair-Wise Similarity
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 4543-4555
作者:
Guo, Yurong
;
Du, Ruoyi
;
Li, Xiaoxu
;
Xie, Jiyang
;
Ma, Zhanyu
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/07/19
Semantics
Measurement
Feature extraction
Correlation
Training
Strain
Learning systems
Few-shot image classification
metric-learning
calibrated class centers
query-guided mask
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
FewHshot image classification method based on sliding feature vectors
期刊论文
Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2021, 卷号: 51, 期号: 5, 页码: 1785-1791
作者:
Cao, Jie
;
Qu, Xue
;
Li, Xiao-Xu
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/02/17
Query processing
Vector spaces
Class distributions
Classification methods
Computer applications technologies
Feature space
Features vector
Few-shot learning
Images classification
Local feature
Metric learning
Misclassifications
Amortized Bayesian Prototype Meta-learning: A New Probabilistic Meta-learning Approach to Few-shot Image Classification
会议论文
ELECTR NETWORK, APR 13-15, 2021
作者:
Sun, Zhuo
;
Wu, Jijie
;
Li, Xiaoxu
;
Yang, Wenming
;
Xue, Jing-Hao
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2021/12/17
BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification
期刊论文
IEEE Transactions on Image Processing, 2021, 卷号: 30, 页码: 1318-1331
作者:
Li, Xiaoxu
;
Wu, Jijie
;
Sun, Zhuo
;
Ma, Zhanyu
;
Cao, Jie
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2021/03/02
Embeddings
Image enhancement
Benchmark datasets
Discriminative features
Feature space
Metric-based methods
Model generalization
Similarity measure
Similarity network
State of the art
Few-shot learning with deformable convolution for multiscale lesion detection in mammography
期刊论文
Medical Physics, 2020, 卷号: 47, 期号: 7, 页码: 2970-2985
作者:
Li, Ce
;
Zhang, Dong
;
Tian, Zhiqiang
;
Du, Shaoyi
;
Qu, Yanyun
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2020/11/14
attention factor
deformable convolution
few-shot learning
lesion detection
multiscale feature
Few‐shot learning with deformable convolution for multiscale lesion detection in mammography
期刊论文
Medical Physics, 2020, 卷号: 47, 期号: 7, 页码: 2970-2985
作者:
Ce Li
;
Dong Zhang
;
Zhiqiang Tian
;
Shaoyi Du
;
Yanyun Qu
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  |  
浏览/下载:15/0
  |  
提交时间:2020/11/11
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
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  |  
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
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