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资助机构:Key-Area Research and Development Program of Guangdong Province
资助机构:National Natural Science Foundation of China
资助项目:National Natural Science Foundation of China[U1811463]
专题:多模态人工智能系统全国重点实验室
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VistaGPT: Generative Parallel Transformers for Vehicles With Intelligent Systems for Transport Automation
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 9, 页码: 4198-4207
作者:
Tian, Yonglin
;
Li, Xuan
;
Zhang, Hui
;
Zhao, Chen
;
Li, Bai
;
Wang, Xiao
;
Wang, Xiao
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:186/0
  |  
提交时间:2023/12/21
Transformers
Task analysis
Autonomous vehicles
Planning
Biological system modeling
Navigation
Automation
Generative parallel transformers
end-to-end driving
transport automation
large-language models
federation of vehicular transformers
scenario engineering
Parallel Transportation in TransVerse: From Foundation Models to DeCAST
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 卷号: 24, 期号: 12, 页码: 15310-15327
作者:
Zhao, Chen
;
Wang, Xiao
;
Lv, Yisheng
;
Tian, Yonglin
;
Lin, Yilun
;
Wang, Fei-Yue
Adobe PDF(4139Kb)
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收藏
  |  
浏览/下载:186/9
  |  
提交时间:2023/11/16
Intelligent Transportation Systems (ITS)
Cyber-Physical-Social Systems (CPSS)
Artificial Systems, Computational Experiments, Parallel Execution (ACP)
Decentralized/Distributed Autonomous Operations and Organizations (DAO)
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:112/0
  |  
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
Fine-Grained Vessel Traffic Flow Prediction With a Spatio-Temporal Multigraph Convolutional Network
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 14
作者:
Liang, Maohan
;
Liu, Ryan Wen
;
Zhan, Yang
;
Li, Huanhuan
;
Zhu, Fenghua
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:184/0
  |  
提交时间:2022/11/14
Traffic flow prediction
maritime traffic network
multi-graph convolutional network
automatic identification system (AIS)
Neural Dynamics for Computing Perturbed Nonlinear Equations Applied to ACP-Based Lower Limb Motion Intention Recognition
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 页码: 9
作者:
Jin, Long
;
Li, Jiachang
;
Sun, Zhongbo
;
Lu, Jingwei
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:291/0
  |  
提交时间:2022/01/27
Mathematical models
Computational modeling
Numerical models
Nonlinear equations
Convergence
Analytical models
Time-varying systems
Artificial systems
computational experiments
and parallel execution (ACP)
discrete-time neural dynamics (DTND) model
human lower limb physical experiment
nonlinear equations
Bridging the Micro and Macro: Calibration of Agent-Based Model Using Mean-Field Dynamics
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 52, 期号: 11, 页码: 11397-11406
作者:
Ye, Peijun
;
Chen, Yuanyuan
;
Zhu, Fenghua
;
Lv, Yisheng
;
Lu, Wanze
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:274/0
  |  
提交时间:2022/01/27
Calibration
Computational modeling
Mathematical model
Machine learning
Aggregates
Optimization
Bayes methods
Agent-based model (ABM)
calibration
Markovian process
Convolutional Ordinal Regression Forest for Image Ordinal Estimation
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 12
作者:
Zhu, Haiping
;
Shan, Hongming
;
Zhang, Yuheng
;
Che, Lingfu
;
Xu, Xiaoyang
;
Zhang, Junping
;
Shi, Jianbo
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:238/0
  |  
提交时间:2022/01/27
Decision trees
Estimation
Task analysis
Forestry
Vegetation
Random forests
Support vector machines
Differentiable decision trees
image ordinal estimation
ordinal distribution learning
ordinal regression (OR)
random forest
Visual Human-Computer Interactions for Intelligent Vehicles and Intelligent Transportation Systems: The State of the Art and Future Directions
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 1, 页码: 253-265
作者:
Wang, Xumeng
;
Zheng, Xinhu
;
Chen, Wei
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:217/0
  |  
提交时间:2021/03/08
Augmented reality (AR)
federated learning
intelligent vehicles
visual human-computer interactions
visualization