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Understanding and Mitigating Dimensional Collapse in Federated Learning
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 5, 页码: 2936-2949
作者:
Shi, Yujun
;
Liang, Jian
;
Zhang, Wenqing
;
Xue, Chuhui
;
Tan, Vincent Y. F.
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浏览/下载:0/0
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提交时间:2024/07/03
Federated learning
representation learning
distribution shift
dimensional collapse
TA-denseNet: Efficient hardware trust and assurance model based on feature extraction and comparison of SEM images and GDSII images
期刊论文
INTEGRATION-THE VLSI JOURNAL, 2024, 卷号: 95, 页码: 9
作者:
Xiao, Wei
;
Zhao, Fazhan
;
Zhao, Kun
;
Ma, Hongtu
;
Li, Qing
收藏
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浏览/下载:5/0
  |  
提交时间:2024/02/20
Scanning electron microscopy
Deep learning
Hardware trust and assurance
Integrated circuit
Generative AI Empowering Parallel Manufacturing: Building a "6S" Collaborative Production Ecology for Manufacturing 5.0
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024, 页码: 15
作者:
Yang, Jing
;
Wang, Yutong
;
Wang, Xingxia
;
Wang, Xiaoxing
;
Wang, Xiao
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浏览/下载:0/0
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提交时间:2024/07/03
Blockchain
collaborative manufacturing
DAO
foundation models
industry 5.0
manufacturing 5.0
parallel intelligence
parallel manufacturing
privacy-preserving
CFSL: A Credible Federated Self-Learning Framework
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2023, 卷号: 10, 期号: 24, 页码: 21349-21362
作者:
Zhang, Weishan
;
Bao, Zhicheng
;
Liu, Yuru
;
Xu, Liang
;
Lu, Qinghua
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浏览/下载:0/0
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提交时间:2024/03/26
Federated learning
Data models
Training
Internet of Things
Blockchains
Adaptation models
Smart contracts
Blockchain
consensus
federated learning
personalization
self-learning
The Road Ahead: DAO-Secured V2X Infrastructures for Safe and Smart Vehicular Management
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 12, 页码: 4674-4677
作者:
Dai, Xingyuan
;
Vallati, Mauro
;
Guo, Rongge
;
Wang, Yutong
;
Han, Shuangshuang
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浏览/下载:0/0
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提交时间:2024/03/26
Decentralized autonomous organization and operation (DAO)
vehicle-to-everything (V2X)
infrastructures
vehicular management
artificial intelligence
MLDA: Multi-Loss Domain Adaptor for Cross-Session and Cross-Emotion EEG-Based Individual Identification
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2023, 卷号: 27, 期号: 12, 页码: 5767-5778
作者:
Miao, Yifan
;
Jiang, Wanqing
;
Su, Nuo
;
Shan, Jun
;
Jiang, Tianzi
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浏览/下载:0/0
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提交时间:2024/03/26
Electroencephalography
Feature extraction
Task analysis
Support vector machines
Recording
Motion pictures
Brain modeling
EEG
biometric
across mental states
across time
deep learning
domain adaptation
A Trustworthy Internet of Vehicles: The DAO to Safe, Secure, and Collaborative Autonomous Driving
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 12, 页码: 4678-4681
作者:
Yang, Jing
;
Ni, Qinghua
;
Luo, Guiyang
;
Cheng, Qi
;
Oukhellou, Latifa
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浏览/下载:0/0
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提交时间:2024/03/26
Autonomous driving
Decentralized applications
blockchain
decentralized autonomous organizations and operations
internet of vehicles
smart contracts
FedBrain: A robust multi-site brain network analysis framework based on federated learning for brain disease diagnosis
期刊论文
NEUROCOMPUTING, 2023, 卷号: 559, 页码: 13
作者:
Zhang, Chang
;
Meng, Xiangzhu
;
Liu, Qiang
;
Wu, Shu
;
Wang, Liang
收藏
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浏览/下载:12/0
  |  
提交时间:2023/11/16
Functional magnetic resonance image
Brain network
Federated learning
Deep neural networks
Brain disease diagnosis
ProxyMix: Proxy-based Mixup training with label refinery for source-free domain adaptation
期刊论文
NEURAL NETWORKS, 2023, 卷号: 167, 页码: 92-103
作者:
Ding, Yuhe
;
Sheng, Lijun
;
Liang, Jian
;
Zheng, Aihua
;
He, Ran
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/11/16
Source-free unsupervised domain
adaptation
Pseudo labeling
Socially Governed Energy Hub Trading Enabled by Blockchain-Based Transactions
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2023, 页码: 16
作者:
Zhao, Pengfei
;
Li, Shuangqi
;
Cao, Zhidong
;
Hu, Paul Jen-Hwa
;
Gu, Chenghong
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/11/16
Blockchain
energy hubs
energy management
integrated energy systems (IESs)
peer-to-peer (P2P) trading
social governance
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