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自动化研究所 [17]
长春光学精密机械与物... [2]
数学与系统科学研究院 [1]
沈阳自动化研究所 [1]
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期刊论文 [12]
会议论文 [9]
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2021 [21]
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Multi-aspect self-supervised learning for heterogeneous information network
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 233, 页码: 14
作者:
Che, Feihu
;
Tao, Jianhua
;
Yang, Guohua
;
Liu, Tong
;
Zhang, Dawei
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2021/12/28
Heterogeneous information network
Self-supervised
Contrastive learning
Graph neural network
An Empirical Study of Graph Contrastive Learning
会议论文
Online, 2021-12
作者:
Zhu, Yanqiao
;
Xu, Yichen
;
Liu, Qiang
;
Wu, Shu
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2022/06/13
Mix Contrast for COVID-19 Mild-to-Critical Prediction
期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2021, 卷号: 68, 期号: 12, 页码: 3725-3736
作者:
Zhu, Yongbei
;
Wang, Shuo
;
Wang, Siwen
;
Wu, Qingxia
;
Wang, Liusu
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2021/12/28
COVID-19
Computed tomography
Measurement
Hospitals
Loss measurement
Training
Task analysis
Coronavirus disease 2019 (COVID-19)
contrastive learning
computed tomography
mixup
prognosis
Mask-guided contrastive attention and two-stream metric co-learning for person Re-identification
期刊论文
NEUROCOMPUTING, 2021, 卷号: 465, 页码: 561-573
作者:
Song, Chunfeng
;
Shan, Caifeng
;
Huang, Yan
;
Wang, Liang
收藏
  |  
浏览/下载:59/0
  |  
提交时间:2021/11/03
Person ReID
Contrastive attention model
Two-stream metric learning
MCCN: Multimodal Coordinated Clustering Network for Large-Scale Cross-modal Retrieval
会议论文
Virtual Event, Oct. 20-24, 2021
作者:
Zeng, Zhixiong
;
Sun, Ying
;
Mao, Wenji
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  |  
浏览/下载:7/0
  |  
提交时间:2022/06/17
Incremental Concept Learning via Online Generative Memory Recall
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 3206-3216
作者:
Li, Huaiyu
;
Dong, Weiming
;
Hu, Bao-Gang
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  |  
浏览/下载:36/0
  |  
提交时间:2021/08/15
Task analysis
Learning systems
Neural networks
Feature extraction
Visualization
Knowledge engineering
Training
Catastrophic forgetting
continual learning
generative adversarial networks (GANs)
Multi -task contrastive learning for automatic CT and X-ray diagnosis of COVID-19
期刊论文
PATTERN RECOGNITION, 2021, 卷号: 114, 页码: 12
作者:
Li, Jinpeng
;
Zhao, Gangming
;
Tao, Yaling
;
Zhai, Penghua
;
Chen, Hao
收藏
  |  
浏览/下载:36/0
  |  
提交时间:2021/05/06
Computed tomography
X-ray
COVID-19
Deep learning
Multi-task learning
Contrastive learning
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
收藏
  |  
浏览/下载:4/0
  |  
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
Graph Contrastive Learning with Adaptive Augmentation
会议论文
Online, 2021-4
作者:
Zhu, Yanqiao
;
Xu, Yichen
;
Yu, Feng
;
Liu, Qiang
;
Wu, Shu
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2022/06/13
Deep Bayesian Hashing With Center Prior for Multi-Modal Neuroimage Retrieval
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 2, 页码: 503-513
作者:
Yang, Erkun
;
Liu, Mingxia
;
Yao, Dongren
;
Cao, Bing
;
Lian, Chunfeng
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2021/03/29
Semantics
Bayes methods
Hash functions
Image retrieval
Visualization
Correlation
Deep Bayesian hashing
retrieval
multi-modal neuroimage
MRI
PET
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