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科研机构
自动化研究所 [7]
沈阳自动化研究所 [4]
数学与系统科学研究院 [1]
内容类型
期刊论文 [11]
会议论文 [1]
发表日期
2022 [12]
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Learning by Seeing More Classes
期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, 卷号: 45, 期号: 6, 页码: 7477-7493
作者:
Fei Zhu
;
Xu-Yao Zhang
;
Rui-Qi Wang
;
Cheng-Lin Liu
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  |  
浏览/下载:1/0
  |  
提交时间:2023/09/12
Class augmentation
generalization
confidence estimation
open-environment learning
Deep learning with whole slide images can improve the prognostic risk stratification with III colorectal cancer
期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2022, 卷号: 221, 页码: 11
作者:
Sun, Caixia
;
Li, Bingbing
;
Wei, Genxia
;
Qiu, Weihao
;
Li, Danyi
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  |  
浏览/下载:27/0
  |  
提交时间:2022/07/25
Chemotherapy duration
Whole slide images
Deep learning
Colorectal cancer
Prognosis
Incremental few-shot object detection via knowledge transfer
期刊论文
PATTERN RECOGNITION LETTERS, 2022, 卷号: 156, 页码: 67-73
作者:
Feng, Hangtao
;
Zhang, Lu
;
Yang, Xu
;
Liu, Zhiyong
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  |  
浏览/下载:27/0
  |  
提交时间:2022/07/25
Machine learning
Convolutional neural networks
Transfer learning
Incremental few-shot object detection
Fast and Progressive Misbehavior Detection in Internet of Vehicles Based on Broad Learning and Incremental Learning Systems
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 6, 页码: 4788-4798
作者:
Wang, Xiao
;
Zhu, Yushan
;
Han, Shuangshuang
;
Yang, Linyao
;
Gu, Haixia
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  |  
浏览/下载:18/0
  |  
提交时间:2022/06/06
Convolutional neural networks
Feature extraction
Machine learning algorithms
Deep learning
Global Positioning System
Scalability
Safety
Broad learning system (BLS)
incremental learning system
Internet of Vehicles (IoV)
misbehavior detection
ridge regression approximation
Incremental Learning and Fault-tolerant Classifier for Myoelectric Pattern Recognition against Multiple Bursting Interferences
期刊论文
IEEE Transactions on Medical Robotics and Bionics, 2022, 页码: 1-11
作者:
Ding QC(丁其川)
;
Zhang, Xiaoliang
;
Zhao XG(赵新刚)
;
Wu CD(吴成东)
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  |  
浏览/下载:16/0
  |  
提交时间:2022/06/07
Surface Electromyography
motion recognition
incremental learning
missing/fault data
myoelectric assistive robot
Incremental Learning With Open-Set Recognition for Remote Sensing Image Scene Classification
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 16
作者:
Liu, Weiwei
;
Nie, Xiangli
;
Zhang, Bo
;
Sun, Xian
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  |  
浏览/下载:22/0
  |  
提交时间:2022/07/25
Task analysis
Feature extraction
Data models
Computational modeling
Learning systems
Training
Support vector machines
Deep learning
incremental learning
open-set recognition (OSR)
remote sensing (RS) image scene classification
Incremental Learning Framework for Autonomous Robots based on Q-learning and the Adaptive Kernel Linear Model
期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2022, 卷号: 14, 期号: 1, 页码: 64-74
作者:
Hu YM(胡艳明)
;
Li DC(李德才)
;
He YQ(何玉庆)
;
Han JD(韩建达)
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  |  
浏览/下载:14/0
  |  
提交时间:2020/01/18
incremental learning
path planning
Q-learning
autonomous robots
recursive least squares algorithm
L2-norm
Balanced Ranking and Sorting for Class Incremental Object Detection
会议论文
ELECTR NETWORK, 2022-5
作者:
Cui, Bo
;
Qu, Hui
;
Huang, Xuhui
;
Yu, Shan
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  |  
浏览/下载:18/0
  |  
提交时间:2022/06/14
RT-Net: Replay-and-Transfer Network for Class Incremental Object Detection
期刊论文
Applied Intelligence, 2022, 页码: 0
作者:
Cui, Bo
;
Hu, Guyue
;
Yu, Shan
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/06/14
Representative Task Self-Selection for Flexible Clustered Lifelong Learning
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2022, 卷号: 33, 期号: 4, 页码: 1467-1481
作者:
Sun G(孙干)
;
Cong Y(丛杨)
;
Wang QQ(王倩倩)
;
Zhong BN(钟必能)
;
Fu Y(付昀)
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  |  
浏览/下载:43/0
  |  
提交时间:2021/01/17
Clustering analysis
lifelong machine learning
multitask learning (MTL)
transfer learning
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