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Large-scale continual learning for ancient Chinese character recognition
期刊论文
PATTERN RECOGNITION, 2024, 卷号: 150, 页码: 15
作者:
Xu, Yue
;
Zhang, Xu-Yao
;
Zhang, Zhaoxiang
;
Liu, Cheng-Lin
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2024/05/30
Continual learning
Class-incremental learning
Convolutional prototype network
Character recognition
Ancient Chinese characters
Distribution Unified and Probability Space Aligned Teacher-Student Learning for Imbalanced Visual Recognition
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 4, 页码: 2414-2425
作者:
Zhang, Shaoyu
;
Chen, Chen
;
Xie, Qiong
;
Sun, Haigang
;
Dong, Fei
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  |  
浏览/下载:6/0
  |  
提交时间:2024/05/30
Class-imbalanced learning
distribution mismatch
probability space mismatch
teacher-student learning
Contrastive Correlation Preserving Replay for Online Continual Learning
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 1, 页码: 124-139
作者:
Yu, Da
;
Zhang, Mingyi
;
Li, Mantian
;
Zha, Fusheng
;
Zhang, Junge
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浏览/下载:1/0
  |  
提交时间:2024/03/26
Task analysis
Correlation
Knowledge transfer
Training
Memory management
Data models
Mutual information
Continual learning
catastrophic forgetting
class-incremental learning
experience replay
Imitating the Oracle: Towards Calibrated Model for Class Incremental Learning
期刊论文
Neural Networks, 2023, 卷号: 164, 页码: 38-48
作者:
Fei Zhu
;
Zhen Cheng
;
Xu-Yao Zhang
;
Cheng-Lin Liu
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  |  
浏览/下载:18/0
  |  
提交时间:2023/09/12
Class incremental learning
Continual learning
Lifelong learning
A New Diagnosis Method with Few-shot Learning Based on a Class-rebalance Strategy for Scarce Faults in Industrial Processes
期刊论文
Machine Intelligence Research, 2023, 页码: 1-12
作者:
Xu, Xinyao
;
Xu, De
;
Qin, Fangbo
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  |  
浏览/下载:10/0
  |  
提交时间:2023/06/21
data augmentation
feature clustering
class-rebalance strategy
few-shot learning
fault diagnosis
A New Diagnosis Method with Few-shot Learning Based on a Class-rebalance Strategy for Scarce Faults in Industrial Processes
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 583-594
作者:
Xinyao Xu
;
De Xu
;
Fangbo Qin
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  |  
浏览/下载:1/0
  |  
提交时间:2024/04/23
Data augmentation, feature clustering, class-rebalance strategy, few-shot learning, fault diagnosis
Deep Domain-Adversarial Anomaly Detection With One-Class Transfer Learning
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 524-546
作者:
Wentao Mao
;
Gangsheng Wang
;
Linlin Kou
;
Xihui Liang
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  |  
浏览/下载:33/0
  |  
提交时间:2023/01/16
Anomaly detection
domain adaptation
domain-adversarial training
one-class classification
transfer learning
A New Diagnosis Method with Few-shot Learning Based on a Class-rebalance Strategy for Scarce Faults in Industrial Processes
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 583-594
作者:
Xinyao Xu
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  |  
浏览/下载:9/0
  |  
提交时间:2023/08/02
Data augmentation, feature clustering, class-rebalance strategy, few-shot learning, fault diagnosis
SPA
2
Net: Structure-Preserved Attention Activated Network for Weakly Supervised Object Localization
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 5779-5793
作者:
Chen, Dong
;
Pan, Xingjia
;
Tang, Fan
;
Dong, Weiming
;
Xu, Changsheng
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  |  
浏览/下载:1/0
  |  
提交时间:2024/02/22
High-order self-correlation
class activation map
structure preservation
weakly supervised object localization
General vs. Long-Tailed Age Estimation: An Approach to Kill Two Birds With One Stone
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 6155-6167
作者:
Bao, Zenghao
;
Tan, Zichang
;
Li, Jun
;
Wan, Jun
;
Ma, Xibo
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  |  
浏览/下载:3/0
  |  
提交时间:2024/02/22
General age estimation
long-tailed age estimation
class-wise mean absolute error
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