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收录类别:SCI
发表日期:2020
文献类型:期刊论文
专题:多模态人工智能系统全国重点实验室
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Multi-Level Correlation Adversarial Hashing for Cross-Modal Retrieval
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 12, 页码: 3101-3114
作者:
Ma, Xinhong
;
Zhang, Tianzhu
;
Xu, Changsheng
Adobe PDF(4322Kb)
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浏览/下载:309/56
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提交时间:2021/03/01
Semantics
Correlation
Aircraft propulsion
Deep learning
Bridges
Aircraft
Task analysis
Cross-modal retrieval
adversarial hashing
multi-level correlation
CI-GNN: Building a Category-Instance Graph for Zero-Shot Video Classification
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 12, 页码: 3088-3100
作者:
Gao, Junyu
;
Xu, Changsheng
收藏
  |  
浏览/下载:171/0
  |  
提交时间:2021/03/01
Semantics
Task analysis
Visualization
Training
Message passing
Pattern recognition
Neural networks
Zero-shot video classification
graph neural network
zero-shot learning
Manipulating Template Pixels for Model Adaptation of Siamese Visual Tracking
期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2020, 卷号: 27, 页码: 1690-1694
作者:
Li, Zhenbang
;
Li, Bing
;
Gao, Jin
;
Li, Liang
;
Hu, Weiming
收藏
  |  
浏览/下载:213/0
  |  
提交时间:2021/01/07
Adaptation models
Target tracking
Task analysis
Visualization
Feature extraction
Object tracking
Training
Model adaptation
siamese networks
visual tracking
SRSC: Selective, Robust, and Supervised Constrained Feature Representation for Image Classification
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 10, 页码: 4290-4302
作者:
Xie, Guo-Sen
;
Zhang, Zheng
;
Liu, Li
;
Zhu, Fan
;
Zhang, Xu-Yao
;
Shao, Ling
;
Li, Xuelong
收藏
  |  
浏览/下载:226/0
  |  
提交时间:2021/01/07
Training
Task analysis
Learning systems
Computational modeling
Optimization
Support vector machines
Principal component analysis
Feature learning
feature selection
least squares
subspace learning
Features Combined Binary Descriptor Based on Voted Ring-Sampling Pattern
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2020, 卷号: 30, 期号: 10, 页码: 3675-3687
作者:
Liu, Hongmin
;
Zhang, Qianqian
;
Fan, Bin
;
Wang, Zhiheng
;
Han, Junwei
收藏
  |  
浏览/下载:215/0
  |  
提交时间:2021/01/07
Histograms
Feature extraction
Encoding
Task analysis
Fans
Computational efficiency
Memory management
Binary descriptor
combined features
gradient feature
intensity feature
ring-sampling pattern
voting strategy
Learning Embeddings Based on Global Structural Similarity in Heterogeneous Networks
期刊论文
IEEE Intelligent Systems, 2020, 卷号: Early Access, 期号: Early Access, 页码: 1-1
作者:
Wanting Wen
;
Daniel D. Zeng
;
Jie Bai
;
Kang Zhao
;
Ziqiang Li
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Adobe PDF(516Kb)
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浏览/下载:204/82
  |  
提交时间:2020/10/21
Heterogeneous networks
Task analysis
Intelligent systems
Learning (artificial intelligence)
The Strength of Nesterov's Extrapolation in the Individual Convergence of Nonsmooth Optimization
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 7, 页码: 2557-2568
作者:
Tao, Wei
;
Pan, Zhisong
;
Wu, Gaowei
;
Tao, Qing
收藏
  |  
浏览/下载:236/0
  |  
提交时间:2020/08/03
Convergence
Extrapolation
Optimization
Acceleration
Machine learning
Task analysis
Machine learning algorithms
Individual convergence
machine learning
Nesterov's extrapolation
nonsmooth optimization
sparsity
A Unified Deep Model for Joint Facial Expression Recognition, Face Synthesis, and Face Alignment
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 6574-6589
作者:
Zhang, Feifei
;
Zhang, Tianzhu
;
Mao, Qirong
;
Xu, Changsheng
收藏
  |  
浏览/下载:249/0
  |  
提交时间:2020/08/03
Face
Task analysis
Face recognition
Geometry
Feature extraction
Training
Generators
Facial expression recognition
facial image synthesis
generative adversarial network
facial landmarks
Towards Robust Pattern Recognition: A Review
期刊论文
PROCEEDINGS OF THE IEEE, 2020, 卷号: 108, 期号: 6, 页码: 894-922
作者:
Zhang, Xu-Yao
;
Liu, Cheng-Lin
;
Suen, Ching Y.
收藏
  |  
浏览/下载:157/0
  |  
提交时间:2020/08/03
Pattern recognition
Robustness
Task analysis
Neural networks
Distributed control
Big Data
Machine intelligence
Clean and big data
closed world
independent and identically distributed
robust pattern recognition
Deep Reinforcement Learning-Based Automatic Exploration for Navigation in Unknown Environment
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 6, 页码: 2064-2076
作者:
Li, Haoran
;
Zhang, Qichao
;
Zhao, Dongbin
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Adobe PDF(4274Kb)
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浏览/下载:385/117
  |  
提交时间:2020/08/03
Robot sensing systems
Navigation
Entropy
Neural networks
Task analysis
Planning
Automatic exploration
deep reinforcement learning (DRL)
optimal decision
partial observation