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自动化研究所 [16]
计算技术研究所 [5]
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期刊论文 [24]
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2021 [24]
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Pay attention to doctor & ndash;patient dialogues: Multi-modal knowledge graph attention image-text embedding for COVID-19 diagnosis
期刊论文
INFORMATION FUSION, 2021, 卷号: 75, 页码: 168-185
作者:
Zheng, Wenbo
;
Yan, Lan
;
Gou, Chao
;
Zhang, Zhi-Cheng
;
Zhang, Jun Jason
收藏
  |  
浏览/下载:81/0
  |  
提交时间:2021/11/02
COVID-19 diagnose
Knowledge attention mechanism
Knowledge-based representation learning
Knowledge embedding
Self-supervised graph representation learning via bootstrapping
期刊论文
NEUROCOMPUTING, 2021, 卷号: 456, 页码: 88-96
作者:
Che, Feihu
;
Yang, Guohua
;
Zhang, Dawei
;
Tao, Jianhua
;
Liu, Tong
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  |  
浏览/下载:19/0
  |  
提交时间:2021/11/03
Graph representation learning
Self-supervised
Bootstrapping
Graph neural network
SAPS: Self-Attentive Pathway Search for weakly-supervised action localization with-action
期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2021, 卷号: 210, 页码: 9
作者:
Zhang, Xiao-Yu
;
Zhang, Yaru
;
Shi, Haichao
;
Dong, Jing
收藏
  |  
浏览/下载:46/0
  |  
提交时间:2021/11/03
Video understanding
Action localization
Representation learning
Neural architecture search
Background modeling
Joint Sparse Locality-Aware Regression for Robust Discriminative Learning
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 14
作者:
Hu, Liangchen
;
Zhang, Wensheng
;
Dai, Zhenlei
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  |  
浏览/下载:27/0
  |  
提交时间:2022/02/16
Feature selection and extraction
joint L-2,L-1-norms sparsity
locality-aware graph learning
marginal representation learning
Joint latent low-rank and non-negative induced sparse representation for face recognition
期刊论文
APPLIED INTELLIGENCE, 2021
作者:
Wu, Mingna
;
Wang, Shu
;
Li, Zhigang
;
Zhang, Long
;
Wang, Ling
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  |  
浏览/下载:23/0
  |  
提交时间:2021/05/10
Face recognition
Elastic net regularization
Non-negative constraint
Low-rank learning
Sparse representation
Dynamic Graph Learning Convolutional Networks for Semi-supervised Classification
期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2021, 卷号: 17, 期号: 1, 页码: 13
作者:
Fu, Sichao
;
Liu, Weifeng
;
Guan, Weili
;
Zhou, Yicong
;
Tao, Dapeng
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  |  
浏览/下载:40/0
  |  
提交时间:2021/06/15
Graph representation learning
graph convolutional networks
semisupervised classification
GraphAIR: Graph representation learning with neighborhood aggregation and interaction
期刊论文
PATTERN RECOGNITION, 2021, 卷号: 112, 页码: 11
作者:
Hu, Fenyu
;
Zhu, Yanqiao
;
Wu, Shu
;
Huang, Weiran
;
Wang, Liang
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/03/29
Graph representation learning
Neighborhood aggregation
Graph neural networks
Neighborhood interaction
Node classification
Link prediction
Deep Self-Supervised Representation Learning for Free-Hand Sketch
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2021, 卷号: 31, 期号: 4, 页码: 1503-1513
作者:
Xu, Peng
;
Song, Zeyu
;
Yin, Qiyue
;
Song, Yi-Zhe
;
Wang, Liang
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  |  
浏览/下载:26/0
  |  
提交时间:2021/05/17
Feature extraction
Task analysis
Strain
Computer architecture
Deep learning
Deformable models
Convolution
Self-supervised
representation learning
deep learning
sketch
pretext task
textual convolution network
convolutional neural network
Modal-Regression-Based Structured Low-Rank Matrix Recovery for Multiview Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 3, 页码: 1204-1216
作者:
Xu, Jiamiao
;
Wang, Fangzhao
;
Peng, Qinmu
;
You, Xinge
;
Wang, Shuo
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2021/04/27
Robustness
Laplace equations
Technological innovation
Learning systems
Data models
Gaussian noise
Convex functions
Block-diagonal representation learning
cross-view classification
low-rank representation
multiview learning
KM4: Visual reasoning via Knowledge EmbeddingMemoryModel with MutualModulation
期刊论文
INFORMATION FUSION, 2021, 卷号: 67, 页码: 14-28
作者:
Zheng, Wenbo
;
Yan, Lan
;
Gou, Chao
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/03/01
Visual reasoning
Knowledge-based representation learning
Memory network
Knowledge embedding
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