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发表日期:2021
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Beyond Crack: Fine-Grained Pavement Defect Segmentation Using Three-Stream Neural Networks
期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2021, 卷号: /, 期号: /, 页码: /
作者:
Zhang, Yujia
;
Wu, Junxian
;
Li, Qianzhong
;
Zhao, Xiaoguang
;
Tan, Min
Adobe PDF(12585Kb)
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浏览/下载:341/56
  |  
提交时间:2022/04/02
Fine-grained defect segmentation
Crack detection
Semantic segmentation
Pavement inspection
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
收藏
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浏览/下载:184/0
  |  
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
Question-Guided Erasing-Based Spatiotemporal Attention Learning for Video Question Answering
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 0
作者:
Liu, Fei
;
Liu, Jing
;
Hong, Richang
;
Lu, Hanqing
Adobe PDF(3550Kb)
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浏览/下载:344/87
  |  
提交时间:2022/01/27
video question answering
attention mechanism
metric learning
Trip Purposes Mining From Mobile Signaling Data
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 99, 期号: 99, 页码: 13
作者:
Li, Zhishuai
;
Xiong, Gang
;
Wei, Zebing
;
Zhang, Yu
;
Zheng, Meng
;
Liu, Xiaoli
;
Tarkoma, Sasu
;
Huang, Min
;
Lv, Yisheng
;
Wu, Chuheng
Adobe PDF(3962Kb)
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浏览/下载:418/74
  |  
提交时间:2022/01/27
Cellular networks
Trajectory
Semantics
Unsupervised learning
Supervised learning
Resource management
Public transportation
Trip purpose inference
cellular network data
latent Dirichlet allocation
travel behavior
big data
Extremely Sparse Networks via Binary Augmented Pruning for Fast Image Classification
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 14
作者:
Wang, Peisong
;
Li, Fanrong
;
Li, Gang
;
Cheng, Jian
收藏
  |  
浏览/下载:204/0
  |  
提交时间:2022/01/27
Hardware acceleration
image classification
neural networks
pruning
software-hardware codesign
Event-Triggered Communication Network With Limited-Bandwidth Constraint for Multi-Agent Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:
Hu, Guangzheng
;
Zhu, Yuanheng
;
Zhao, Dongbin
;
Zhao, Mengchen
;
Hao, Jianye
Adobe PDF(4187Kb)
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浏览/下载:229/4
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提交时间:2022/01/27
Bandwidth
Protocols
Reinforcement learning
Task analysis
Optimization
Communication networks
Multi-agent systems
Event trigger
limited bandwidth
multi-agent communication
multi-agent reinforcement learning (MARL)
Efficient Pairwise 3-D Registration of Urban Scenes via Hybrid Structural Descriptors
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 页码: 17
作者:
Zhang, Long
;
Guo, Jianwei
;
Cheng, Zhanglin
;
Xiao, Jun
;
Zhang, Xiaopeng
Adobe PDF(13657Kb)
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浏览/下载:249/2
  |  
提交时间:2022/01/27
Three-dimensional displays
Shape
Feature extraction
Semantics
Robustness
Cloud computing
Virtual reality
Descriptor
hybrid structure
point cloud
registration
urban scene
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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浏览/下载:316/63
  |  
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
ECBC: Efficient Convolution via Blocked Columnizing
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:
Zhao, Tianli
;
Hu, Qinghao
;
He, Xiangyu
;
Xu, Weixiang
;
Wang, Jiaxing
;
Leng, Cong
;
Cheng, Jian
Adobe PDF(3003Kb)
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浏览/下载:303/33
  |  
提交时间:2022/01/27
Convolution
Tensors
Layout
Memory management
Indexes
Transforms
Performance evaluation
Convolutional neural networks (CNNs)
direct convolution
high performance computing for mobile devices
im2col convolution
memory-efficient convolution (MEC)
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
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浏览/下载:220/0
  |  
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