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Extremely Sparse Networks via Binary Augmented Pruning for Fast Image Classification
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 14
作者:
Wang, Peisong
;
Li, Fanrong
;
Li, Gang
;
Cheng, Jian
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2022/01/27
Hardware acceleration
image classification
neural networks
pruning
software-hardware codesign
Classification of Pneumonia Images Based on Improved VGG19 Convolutional Neural Network (Invited)
期刊论文
Guangzi Xuebao/Acta Photonica Sinica, 2021, 卷号: 50, 期号: 10
作者:
Xiong, Feng
;
He, Di
;
Liu, Yujie
;
Qi, Meijie
;
Gao, Peng
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  |  
浏览/下载:22/0
  |  
提交时间:2021/12/13
Pneumonia image classification
Convolution neural network
Deep learning
VGG19
Support vector machine
eXtreme Gradient Boosting
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
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  |  
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
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  |  
浏览/下载:6/0
  |  
提交时间:2021/10/14
Ensemble learning
Deep neural network
Small-sample image classification
Overfitting
Semi-Supervised Convolutional Long Short-Term Memory Neural Networks for Time Series Land Cover Classification
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 17, 页码: 18
作者:
Shen, Jing
;
Tao, Chao
;
Qi, Ji
;
Wang, Hao
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  |  
浏览/下载:53/0
  |  
提交时间:2021/11/05
image classification
Long Short-Term Memory neural network (LSTM)
remote sensing
semi-supervised learning
time series analysis
Hyperspectral Image Classification Based on Sparse Superpixel Graph
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 18, 页码: 18
作者:
Zhao, Yifei
;
Yan, Fengqin
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  |  
浏览/下载:57/0
  |  
提交时间:2021/11/05
hyperspectral image
sparse superpixel graph
spectral-spatial classification
discrete potential
big data
Remote Sensing Image Classification with a Graph-Based Pre-Trained Neighborhood Spatial Relationship
期刊论文
SENSORS, 2021, 卷号: 21, 期号: 16, 页码: 28
作者:
Guan, Xudong
;
Huang, Chong
;
Yang, Juan
;
Li, Ainong
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  |  
浏览/下载:227/0
  |  
提交时间:2021/11/05
remote sensing
image classification
SVM (Support Vector Machine)
knowledge graph
object-based image analysis
fuzzy classification
graph theory
Remote Sensing Image Classification with a Graph-Based Pre-Trained Neighborhood Spatial Relationship
期刊论文
SENSORS, 2021, 卷号: 21, 期号: 16, 页码: 28
作者:
Guan, Xudong
;
Huang, Chong
;
Yang, Juan
;
Li, Ainong
收藏
  |  
浏览/下载:248/0
  |  
提交时间:2021/12/14
remote sensing
image classification
SVM (Support Vector Machine)
knowledge graph
object-based image analysis
fuzzy classification
graph theory
Meta-Prototypical Learning for Domain-Agnostic Few-Shot Recognition
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 期号: 1, 页码: 7
作者:
Wang, Rui-Qi
;
Zhang, Xu-Yao
;
Liu, Cheng-Lin
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  |  
浏览/下载:3/0
  |  
提交时间:2022/01/27
Task analysis
Testing
Training
Prototypes
Learning systems
Adaptation models
Pattern recognition
Domain-agnostic few-shot recognition
image classification
meta-learning
prototypical learning
A 4F optical diffuser system with spatial light modulators for image data augmentation
期刊论文
Optics Communications, 2021, 卷号: 488
作者:
Li, Baopeng
;
Ersoy, Okan K.
;
Ma, Caiwen
;
Pan, Zhibin
;
Wen, Wansha
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  |  
浏览/下载:43/0
  |  
提交时间:2021/03/09
Image data augmentation
Image classification
Spatial light modulators
Optical diffuser
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