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Multi-level sparse network lasso: Locally sparse learning with flexible sample clusters
期刊论文
NEUROCOMPUTING, 2025, 卷号: 635
作者:
Fei, Luhuan
;
Wang, Xinyi
;
Wang, Jiankun
;
Sun, Lu
;
Zhang, Yuyao
Adobe PDF(3646Kb)
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收藏
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浏览/下载:81/1
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提交时间:2025/03/28
Adversarial machine learning
Contrastive Learning
Clusterings
Features selection
Group level
Multi-level network lasso
Multi-level networks
Multilevels
Sample clustering
Sparse learning
Sparse network
Traditional learning
Semantic Feature Division Multiple Access for Digital Semantic Broadcast Channels
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2025, 卷号: 12, 期号: 11, 页码: 17123-17136
作者:
Shuai Ma
;
Zhiye Sun
;
Bin Shen
;
Youlong Wu
;
Hang Li
Adobe PDF(3916Kb)
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收藏
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浏览/下载:114/13
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提交时间:2025/02/12
Data compression ratio
Frequency division multiple access
Image compression
Multiple access interference
Semantic Web
Broadcast Networks
Digital broadcast
Images reconstruction
Multiple access
Multiple access scheme
Multiusers
Semantic feature division multiple access
Semantic features
Semantics Information
Sematic broadcast network
Human Activity Recognition Based on Feature Fusion of Millimeter Wave Radar and Inertial Navigation
期刊论文
IEEE JOURNAL OF MICROWAVES, 2025, 卷号: 5, 期号: 2, 页码: 409-424
作者:
Jiajia Shi
;
Yihan Zhu
;
Jiaqing He
;
Zhihuo Xu
;
Liu Chu
Adobe PDF(3717Kb)
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浏览/下载:74/1
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提交时间:2025/03/10
Fourier transforms
Hospital data processing
Image coding
Image enhancement
Image segmentation
mHealth
Network security
Sensor data fusion
Wavelet transforms
Convolutional neural network
Features extraction
Human activity recognition
Inertial navigations
Micro-Doppler
Millimeter-wave radar
Millimetre-wave radar
Navigation data
Radar navigation
Vision transformer
Non-Motorized Lane Target Behavior Classification Based on Millimeter Wave Radar With P-Mrca Convolutional Neural Network
期刊论文
IEEE TRANSACTIONS ON BIOMETRICS, BEHAVIOR, AND IDENTITY SCIENCE, 2025, 卷号: 7, 期号: 1, 页码: 71-81
作者:
Jiaqing He
;
Yihan Zhu
;
Bing Hua
;
Zhihuo Xu
;
Yongwei Zhang
Adobe PDF(1977Kb)
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收藏
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浏览/下载:226/0
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提交时间:2024/07/22
Classification (of information)
Convolution
Data acquisition
Deep learning
Extraction
Millimeter waves
Motor transportation
Neural network models
Roads and streets
Accuracy
Attention mechanisms
Deep learning
Doppler signatures
Feature pyramid
Feature pyramid structure
Features extraction
Gait recognition
Legged locomotion
Micro-dopple signature
Micro-Doppler
Multi-scale residual channel attention
Multi-scale residual channel attention network
Multi-scales
Pedestrian
Pyramid structure
Pyramid-multi-scale residual channel attention network
Target recognition
Transferring Adult-like Phase Images for Robust Multi-view Isointense Infant Brain Segmentation
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 1, 页码: 69-78
作者:
Huabing Liu
;
Jiawei Huang
;
Dengqiang Jia
;
Qian Wang
;
Jun Xu
Adobe PDF(2029Kb)
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浏览/下载:177/2
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提交时间:2024/07/22
Feature extraction
Image enhancement
Image segmentation
Magnetic resonance imaging
Medical imaging
Tissue
Accuracy
Adult-like phase image
Adversarial networks
Anatomy
Brain segmentation
Disentangled cycle-consistent adversarial network
Features extraction
Images segmentations
Isointense infant brain segmentation
Multi-view learning
Phase image
Over-the-Air Computation Empowered Vertically Split Inference
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: 23, 期号: 12, 页码: 19634-19648
作者:
Peng Yang
;
Dingzhu Wen
;
Qunsong Zeng
;
Yong Zhou
;
Ting Wang
Adobe PDF(21022Kb)
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收藏
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浏览/下载:352/2
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提交时间:2024/11/04
Beamforming
Benchmarking
Data sample
Down-stream
Extraction capability
Features extraction
Network-based
Neural-networks
Over the airs
Over-the-air computation
Split inference
Subnetworks
A Unified Multi-Modality Fusion Framework for Deep Spatio-Temporal-Spectral Feature Learning in Resting-State fMRI Denoising
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: 28, 期号: 4, 页码: 2067-2078
作者:
Lim, Minjoo
;
Heo, Keun-Soo
;
Kim, Jun-Mo
;
Kang, Bogyeong
;
Lin, Weili
Adobe PDF(4563Kb)
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收藏
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浏览/下载:311/4
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提交时间:2024/04/12
Deep learning
Feature extraction
Integrated circuits
Neural networks
Noise abatement
Three dimensional displays
Time series analysis
Timing circuits
Wavelet transforms
Convolutional neural network
De-noising
Deep learning
Features extraction
Integrated circuit modeling
Kernel
Multi-modality fusion
Resting state
Resting-state fMRI
Stream
Three-dimensional display
Time-series analysis
Denoising
Privacy-Preserving Edge Intelligence: A Perspective of Constrained Bandits
会议论文
IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, Dubai, United Arab Emirates, 21-24 April 2024
作者:
Tianyi Zhang
;
Shangshang Wang
;
YInxv Tang
;
Ziyu Shao
;
Yang Yang
收藏
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浏览/下载:321/0
|
提交时间:2024/03/15
Budget control
Decision making
Privacy-preserving techniques
Decisions makings
Edge intelligence
End-devices
Information sharing
Modeling features
Network edges
Privacy concerns
Privacy preservation
Privacy preserving
User privacy
GNNDrive: Reducing Memory Contention and I/O Congestion for Disk-based GNN Training
会议论文
ACM INTERNATIONAL CONFERENCE PROCEEDING SERIES, Gotland, Sweden, August 12, 2024 - August 15, 2024
作者:
Jiang, Qisheng
;
Jia, Lei
;
Wang, Chundong
Adobe PDF(1831Kb)
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收藏
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浏览/下载:340/3
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提交时间:2024/09/20
Buffer storage
Memory management
Network theory (graphs)
Asynchronous I/O
Disk-based
Disk-based training
Graph neural networks
Higher dimensional features
I/O congestion
Large graphs
Memory contentions
Neural networks trainings
State of the art
Cross-level Feature Aggregation Network for Polyp Segmentation
期刊论文
PATTERN RECOGNITION, 2023, 卷号: 140
作者:
Zhou, Tao
;
Zhou, Yi
;
He, Kelei
;
Gong, Chen
;
Yang, Jian
Adobe PDF(2620Kb)
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收藏
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浏览/下载:710/0
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提交时间:2023/04/21
Diseases
Semantic Segmentation
Semantics
Aggregation network
Boundary aggregated module
Boundary-aware feature
Colonoscopy
Cross levels
Cross-level feature fusion
Feature aggregation
Features fusions
Polyp segmentation
Segmentation map
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