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西安交通大学 [34]
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期刊论文 [17]
会议论文 [16]
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专题:西安交通大学
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Improving CNN Performance Accuracies With Min-Max Objective
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 页码: 2872-2885
作者:
Shi, Weiwei
;
Gong, Yihong
;
Tao, Xiaoyu
;
Wang, Jinjun
;
Zheng, Nanning
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2019/11/26
image classification
Convolutional neural network (CNN)
incremental minibatch training procedure
face verification
min-max objective
Active Self-Paced Learning for Cost-Effective and Progressive Face Identification
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 页码: 7-19
作者:
Lin, Liang
;
Wang, Keze
;
Meng, Deyu
;
Zuo, Wangmeng
;
Zhang, Lei
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/11/26
Cost-effective model
face identification
self-paced learning
incremental processing
active learning
HD-MTL: Hierarchical Deep Multi-Task Learning for Large-Scale Visual Recognition
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 页码: 1923-1938
作者:
Fan, Jianping
;
Zhao, Tianyi
;
Kuang, Zhenzhong
;
Zheng, Yu
;
Zhang, Ji
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/11/26
soft prediction
hierarchical deep multi-task learning (HD-MTL)
tree classifier
group-specific deep representations
Large-scale visual recognition
incremental deep learning
Integrated Feature Preprocessing for Classification Based on Neural Incremental Attribute Learning
会议论文
作者:
Wang, Ting
;
Zhou, Wei
;
Zhu, Xiaoyan
;
Liu, Fangzhou
;
Guan, Sheng-Uei
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/11/26
Neural Networks
Incremental Attribute Learning
Feature Extraction
Pattern Classification
Feature Selection
Feature Ordering
Feature Discrimination Ability
Neural Incremental Attribute Learning Based on Principal Component Analysis
会议论文
作者:
Wang, Ting
;
Zhou, Wei
;
Zhu, Xiaoyan
;
Liu, Fangzhou
;
Guan, Sheng-Uei
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/11/26
pattern Classification
Incremental Attribute Learning
Feature Extraction
Neural Networks
Principal Component Analysis
Regression based on Neural Incremental Attribute Learning with Correlation-based Feature Ordering
会议论文
作者:
Wang, Ting
;
Zhu, Xiaoyan
;
Guan, Sheng-Uei
;
Man, Ka Lok
;
Ting, T. O.
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/02
incremental attribute learning
feature ordering
feature correlation
neural networks
regression
Neural Incremental Attribute Learning in Groups
期刊论文
INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2015, 卷号: 8, 期号: [db:dc_citation_issue], 页码: 490-501
作者:
Liu, Fangzhou
;
Wang, Ting
;
Guan, Sheng-Uei
;
Man, Ka Lok
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/02
Neural Networks
Incremental Attribute Learning
Pattern Classification
Feature Grouping
Feature Ordering
Feature Discrimination Ability
Cost-sensitive learning of hierarchical tree classifiers for large-scale image classification and novel category detection
期刊论文
PATTERN RECOGNITION, 2015, 卷号: 48, 期号: [db:dc_citation_issue], 页码: 1673-1687
作者:
Fan, Jianping
;
Zhang, Ji
;
Mei, Kuizhi
;
Peng, Jinye
;
Gao, Ling
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/12/02
Incremental learning
Large-scale image classification
Visual forest
Cost-sensitive hierarchical learning
Hierarchical tree classifiers
Visual tree
Novel category detection
Linear Feature Sensibility for Output Partitioning in Ordered Neural Incremental Attribute Learning
会议论文
作者:
Wang, Ting
;
Guan, Sheng-Uei
;
Ma, Jieming
;
Liu, Fangzhou
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/02
Incremental attribute learning
Pattern classification
Fisher linear discriminant
Neural networks
Machine learning
DE2: Dynamic ensemble of ensembles for learning nonstationary data
期刊论文
NEUROCOMPUTING, 2015, 卷号: 165, 期号: [db:dc_citation_issue], 页码: 14-22
作者:
Yin, Xu-Cheng
;
Huang, Kaizhu
;
Hao, Hong-Wei
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/02
Nonstationary environment
Sparsity learning
Growing ensemble
Ensemble of ensembles
Concept drift
Incremental learning
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