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资助项目:National Natural Science Foundation of China[U1811463]
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ParaUDA: Invariant Feature Learning With Auxiliary Synthetic Samples for Unsupervised Domain Adaptation
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 卷号: 23, 期号: 11, 页码: 20217-20229
作者:
Zhang, Wenwen
;
Wang, Jiangong
;
Wang, Yutong
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:75/0
  |  
提交时间:2023/03/20
Adaptation models
Representation learning
Feature extraction
Task analysis
Semantics
Generative adversarial networks
Object detection
Object detection
unsupervised domain adaptation
distribution alignment
domain-invariant representation
A Parallel Teacher for Synthetic-to-Real Domain Adaptation of Traffic Object Detection
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2022, 卷号: 7, 期号: 3, 页码: 441-455
作者:
Wang, Jiangong
;
Shen, Tianyu
;
Tian, Yonglin
;
Wang, Yutong
;
Gou, Chao
;
Wang, Xiao
;
Yao, Fei
;
Sun, Changyin
Adobe PDF(2602Kb)
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浏览/下载:255/64
  |  
提交时间:2022/11/28
Object detection
Feature extraction
Data models
Training
Knowledge engineering
Detectors
Computational modeling
Computer vision
Unsupervised Domain Adaptation
Teacher-student learning
Traffic object detection
C2FDA: Coarse-to-Fine Domain Adaptation for Traffic Object Detection
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 页码: 15
作者:
Zhang, Hui
;
Luo, Guiyang
;
Li, Jinglin
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:185/0
  |  
提交时间:2022/01/27
Object detection
domain adaptation
synthetic data
intelligent visual perception
Drill the Cork of Information Bottleneck by Inputting the Most Important Data
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:
Peng, Xinyu
;
Zhang, Jiawei
;
Wang, Fei-Yue
;
Li, Li
收藏
  |  
浏览/下载:183/0
  |  
提交时间:2022/01/27
Training
Signal to noise ratio
Mutual information
Optimization
Convergence
Deep learning
Tools
Information bottleneck (IB) theory
machine learning
minibatch stochastic gradient descent (SGD)
typicality sampling
A Virtual-Real Interaction Approach to Object Instance Segmentation in Traffic Scenes
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 22, 期号: 2, 页码: 863-875
作者:
Zhang, Hui
;
Luo, Guiyang
;
Tian, Yonglin
;
Wang, Kunfeng
;
He, Haibo
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:241/0
  |  
提交时间:2021/03/29
Image segmentation
Annotations
Computational modeling
Automation
Object detection
Visualization
Instance segmentation
virtual-real interaction
synthetic images
distribution discrepancy
autonomous vehicles
Data Augmented Deep Behavioral Cloning for Urban Traffic Control Operations Under a Parallel Learning Framework
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 23, 期号: 6, 页码: 5128-5137
作者:
Li, Xiaoshuang
;
Ye, Peijun
;
Jin, Junchen
;
Zhu, Fenghua
;
Wang, Fei-Yue
Adobe PDF(2319Kb)
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收藏
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浏览/下载:279/53
  |  
提交时间:2022/01/27
Generative adversarial networks
Data models
Gallium nitride
Task analysis
Complex systems
Intelligent traffic signal operations
deep behavioral cloning
A parallel vision approach to scene-specific pedestrian detection
期刊论文
NEUROCOMPUTING, 2020, 卷号: 394, 页码: 114-126
作者:
Zhang, Wenwen
;
Wang, Kunfeng
;
Liu, Yating
;
Lu, Yue
;
Wang, Fei-Yue
Adobe PDF(4090Kb)
  |  
收藏
  |  
浏览/下载:324/47
  |  
提交时间:2020/06/22
Pedestrian detection
Specific scene
Synthetic data
Video surveillance
Parallel vision
Traffic Flow Imputation Using Parallel Data and Generative Adversarial Networks
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 卷号: 21, 期号: 4, 页码: 1624-1630
作者:
Chen, Yuanyuan
;
Lv, Yisheng
;
Wang, Fei-Yue
浏览
  |  
Adobe PDF(2070Kb)
  |  
收藏
  |  
浏览/下载:345/63
  |  
提交时间:2020/06/02
Generators
Data models
Gallium nitride
Generative adversarial networks
Training
Loss measurement
Biological system modeling
Parallel data
generative adversarial networks
traffic flow imputation
data augmentation
deep learning
Parallel Transportation Systems: Toward IoT-Enabled Smart Urban Traffic Control and Management
期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2020, 卷号: 21, 期号: 10, 页码: 4063 - 4071
作者:
Fenghua Zhu
;
Yisheng Lv
;
Yuanyuan Chen
;
Xiao Wang
;
Gang Xiong
;
Fei-Yue Wang
Adobe PDF(2879Kb)
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  |  
浏览/下载:428/222
  |  
提交时间:2020/10/15
Intelligent transportation systems
Consistent Population Synthesis with Multi-Social Relationships Based on Tensor Decomposition
期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2019, 卷号: 00, 期号: 00, 页码: 00
作者:
Peijun Ye
;
Fenghua Zhu
;
Samer Sabri
;
Fei-Yue Wang
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  |  
Adobe PDF(2643Kb)
  |  
收藏
  |  
浏览/下载:280/83
  |  
提交时间:2019/10/10
Population Synthesis
Multiple Social Relationships
Tensor Decomposition
Agent-based Simulation