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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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Online Semisupervised Active Classification for Multiview PolSAR Data
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 6, 页码: 4415-4429
作者:
Nie, Xiangli
;
Fan, Mingyu
;
Huang, Xiayuan
;
Yang, Wenjing
;
Zhang, Bo
;
Ma, Xiaoshuang
收藏
  |  
浏览/下载:87/0
  |  
提交时间:2023/02/07
Task analysis
Feature extraction
Heuristic algorithms
Data models
Manifolds
Semisupervised learning
Training
Online active learning
online multiview learning
online semisupervised learning (SSL)
polarimetric synthetic aperture radar (PolSAR) data classification
Structure-Aware Prototypical Neural Process for Few-Shot Graph Classification
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:
Lin, Xixun
;
Li, Zhao
;
Zhang, Peng
;
Liu, Luchen
;
Zhou, Chuan
;
Wang, Bin
;
Tian, Zhihong
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  |  
浏览/下载:106/0
  |  
提交时间:2023/02/07
Task analysis
Kernel
Training
Decoding
Stochastic processes
Predictive models
Computational modeling
Few-shot learning
graph classification
graph neural networks (GNNs)
neural process (NP)
Adversarial Information Bottleneck
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 10
作者:
Zhai, Penglong
;
Zhang, Shihua
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  |  
浏览/下载:54/0
  |  
提交时间:2023/02/07
Robustness
Optimization
Mutual information
Deep learning
Perturbation methods
Training
Task analysis
Adversarial robustness
deep learning
hyperparameter selection
information bottleneck (IB)
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:89/0
  |  
提交时间:2023/02/07
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
Swimming start model and determination of the optimal breakout position
期刊论文
SPORTS BIOMECHANICS, 2021, 页码: 21
作者:
Xie Xiaoyue
;
Wei Linqiu
;
Shi Jian
;
Cheng Yan
收藏
  |  
浏览/下载:101/0
  |  
提交时间:2022/04/02
Start model
breakout point
trajectory
training
improvement
One-Shot Neural Architecture Search: Maximising Diversity to Overcome Catastrophic Forgetting
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 9, 页码: 2921-2935
作者:
Zhang, Miao
;
Li, Huiqi
;
Pan, Shirui
;
Chang, Xiaojun
;
Zhou, Chuan
;
Ge, Zongyuan
;
Su, Steven
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  |  
浏览/下载:157/0
  |  
提交时间:2021/10/26
Computer architecture
Training
Optimization
Neural networks
Search methods
Australia
Germanium
AutoML
neural architecture search
continual learning
catastrophic forgetting
novelty search
Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Liu, Yixin
;
Li, Zhao
;
Pan, Shirui
;
Gong, Chen
;
Zhou, Chuan
;
Karypis, George
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  |  
浏览/下载:120/0
  |  
提交时间:2022/04/02
Anomaly detection
Task analysis
Graph neural networks
Unsupervised learning
Predictive models
Pattern matching
Training
Anomaly detection
attributed networks
contrastive self-supervised learning
graph neural networks (GNNs)
unsupervised learning
Active Disturbance Rejection Control for a Fluid-Driven Hand Rehabilitation Device
期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2021, 卷号: 26, 期号: 2, 页码: 841-853
作者:
Li, Houcheng
;
Cheng, Long
;
Li, Zhengwei
;
Xue, Wenchao
收藏
  |  
浏览/下载:137/0
  |  
提交时间:2021/10/26
Actuators
Exoskeletons
Performance evaluation
Training
IEEE transactions
Mechatronics
Active disturbance rejection control
extended state observer
extension motion
hand rehabilitation
parameter selection
transient
steady-state performance
Distribution-Free One-Pass Learning
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 3, 页码: 951-963
作者:
Zhao, Peng
;
Wang, Xinqiang
;
Xie, Siyu
;
Guo, Lei
;
Zhou, Zhi-Hua
收藏
  |  
浏览/下载:172/0
  |  
提交时间:2021/04/26
Data models
Random variables
Proposals
Training
Prediction algorithms
Task analysis
Compressed sensing
Distribution change
one-pass learning
robust learning
non-stationary environments
Study of Restrained Network Structures for Wasserstein Generative Adversarial Networks (WGANs) on Numeric Data Augmentation
期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 89812-89821
作者:
Wang, Wei
;
Wang, Chuang
;
Cui, Tao
;
Li, Yue
收藏
  |  
浏览/下载:155/0
  |  
提交时间:2020/09/23
Gallium nitride
Generative adversarial networks
Tensile stress
Generators
Indexes
Training
Numerical models
Restrained network structures
generative adversarial network
numeric data augmentation