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自动化研究所 [21]
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期刊论文 [43]
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2021 [43]
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发表日期:2021
内容类型:期刊论文
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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
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浏览/下载:26/0
  |  
提交时间:2021/12/28
Heterogeneous information network
Self-supervised
Contrastive learning
Graph neural network
HackRL: Reinforcement learning with hierarchical attention for cross-graph knowledge fusion and collaborative reasoning
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 233, 页码: 14
作者:
Yang, Linyao
;
Wang, Xiao
;
Dai, Yuxin
;
Xin, Kejun
;
Zheng, Xiaolong
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  |  
浏览/下载:44/0
  |  
提交时间:2021/12/28
Knowledge fusion
Knowledge reasoning
Decision-making
Hierarchical graph attention
Reinforcement learning
Path-based knowledge reasoning with textual semantic information for medical knowledge graph completion
期刊论文
BMC Medical Informatics and Decision Making, 2021, 卷号: 21, 期号: Suppl 9
作者:
Lan,Yinyu
;
He,Shizhu
;
Liu,Kang
;
Zeng,Xiangrong
;
Liu,Shengping
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  |  
浏览/下载:30/0
  |  
提交时间:2021/12/28
Medical knowledge graph completion
Path-based knowledge reasoning
Textual semantic representation
Pre-trained language model
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
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  |  
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
Enhanced Temporal Coupling between Thalamus and Dorsolateral Prefrontal Cortex Mediates Chronic Low Back Pain and Depression
期刊论文
NEURAL PLASTICITY, 2021, 卷号: 2021, 页码: 10
作者:
Li, Hong
;
Song, Qiaoyan
;
Zhang, Ruya
;
Zhou, Youlong
;
Kong, Yazhuo
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  |  
浏览/下载:36/0
  |  
提交时间:2021/11/12
NAS-FAS: Static-Dynamic Central Difference Network Search for Face Anti-Spoofing
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 9, 页码: 3005-3023
作者:
Yu, Zitong
;
Wan, Jun
;
Qin, Yunxiao
;
Li, Xiaobai
;
Li, Stan Z.
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浏览/下载:35/0
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提交时间:2021/11/02
Task analysis
Face recognition
Convolution
Testing
Computer architecture
Protocols
Search problems
Face anti-spoofing
neural architecture search
convolution
pooling
static-dynamic
CASIA-SURF 3DMask
On Learning Semantic Representations for Large-Scale Abstract Sketches
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2021, 卷号: 31, 期号: 9, 页码: 3366-3379
作者:
Xu, Peng
;
Huang, Yongye
;
Yuan, Tongtong
;
Xiang, Tao
;
Hospedales, Timothy M.
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浏览/下载:54/0
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提交时间:2021/11/03
Semantics
Visualization
Task analysis
Games
Feature extraction
Quantization (signal)
Speech recognition
Practical sketch-based application
semantic representation
hashing
retrieval
zero-shot recognition
edge-map dataset
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
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  |  
浏览/下载:46/0
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提交时间:2021/11/03
Video understanding
Action localization
Representation learning
Neural architecture search
Background modeling
Constrained Tensor Representation Learning for Multi-View Semi-Supervised Subspace Clustering
期刊论文
IEEE Transactions on Multimedia, 2021, 卷号: 0, 期号: 0, 页码: 0
作者:
Yongqiang, Tang
;
Yuan, Xie
;
Chenyang, Zhang
;
Wensheng, Zhang
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浏览/下载:29/0
  |  
提交时间:2022/04/01
Multi-view learning
pairwise constraint
semi-supervised clustering
subspace learning
tensor singular value decomposition (t-SVD)
Leveraging Spatio-Temporal Graphs and Knowledge Graphs: Perspectives in the Field of Maritime Transportation
期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2021, 卷号: 10, 期号: 8, 页码: 25
作者:
Del Mondo, Geraldine
;
Peng, Peng
;
Gensel, Jerome
;
Claramunt, Christophe
;
Lu, Feng
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  |  
浏览/下载:18/0
  |  
提交时间:2021/11/05
graphs
spatio-temporal
knowledge graphs
maritime transportation
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