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Sensing-Communication-Computation Integration for Federated Edge Learning with Controllable Model Dropout
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2025, 卷号: PP, 期号: 99
作者:
Xiang Jiao
;
Guangxu Zhu
;
Wei Jiang
;
Li Chen
;
Wu Luo
Adobe PDF(7280Kb)
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浏览/下载:71/2
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提交时间:2025/02/17
Adversarial machine learning
Contrastive Learning
Convex optimization
Electronic data interchange
Gluing
Resource allocation
Batch sizes
Collaborative modeling
Convergence analysis
Dropout
Federated edge learning
Integrated sensing
Integrated sensing-computation-communication
Learning convergence
Privacy preserving
Resources allocation
Global and Local Prompts Cooperation via Optimal Transport for Federated Learning
会议论文
PROCEEDINGS OF THE IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, 2024 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, CVPR 2024, Seattle, WA, United states, June 16, 2024 - June 22, 2024
作者:
Li, Hongxia
;
Huang, Wei
;
Wang, Jingya
;
Shi, Ye
Adobe PDF(3593Kb)
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浏览/下载:18/3
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提交时间:2025/03/28
Adversarial machine learning
Collaborative learning
Contrastive Learning
Learning systems
Transfer learning
Visual languages
CLIP
Communication cost
Current fed
Data heterogeneity
Down-stream
Learning frameworks
Learning methods
Local training
Optimal transport
Prompt learning
Federated Learning
Prompt Learning
Optimal Transport
Efficient Collaborative Learning Over Unreliable D2D Network: Adaptive Cluster Head Selection and Resource Allocation
期刊论文
IEEE TRANSACTIONS ON COMMUNICATIONS, 2024, 卷号: PP, 期号: 99, 页码: 425-438
作者:
Shengli Liu
;
Chonghe Liu
;
Dingzhu Wen
;
Guanding Yu
Adobe PDF(2554Kb)
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浏览/下载:202/2
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提交时间:2024/08/14
Budget control
Clustering algorithms
Cost reduction
Information management
Learning systems
Mobile telecommunication systems
Cluster-head selections
Collaborative learning
D2D
Data distribution
Device-to-Device communications
Federated learning
Learning latency
Mobile handsets
Model divergence
Performances evaluation
Resource management
AutoEncoder-Driven Multimodal Collaborative Learning for Medical Image Synthesis
期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2023, 卷号: 131, 期号: 8, 页码: 1995-2014
作者:
Cao, Bing
;
Bi, Zhiwei
;
Hu, Qinghua
;
Zhang, Han
;
Wang, Nannan
Adobe PDF(4153Kb)
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浏览/下载:319/1
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提交时间:2023/05/29
Multimodal collaborative learning
Medical image synthesis
Autoencoder
Self-representation
Location-Guided Multi-Modality Collaborative Learning for Prostate Tumor Segmentation
会议论文
2023 IEEE 20TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Cartagena, Colombia, 18-21 April 2023
作者:
Meng, Runqi
;
Zhang, Xiao
;
Huang, Shijie
;
Gu, Yuning
;
Wu, Guangyu
Adobe PDF(5144Kb)
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浏览/下载:300/1
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提交时间:2023/10/07
Prostate Tumor Segmentation
Multi-Modality Collaborative Learning
Label Order Consistency
Over-the-Air Federated Learning via Second-Order Optimization
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2022, 卷号: 21, 期号: 12, 页码: 1-1
作者:
Peng Yang
;
Yuning Jiang
;
Ting Wang
;
Yong Zhou
;
Yuanming Shi
Adobe PDF(1236Kb)
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浏览/下载:889/169
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提交时间:2022/07/25
Behavioral research
Distributed computer systems
Iterative methods
Wireless networks
Behavioral science
Collaborative Work
Convergence
Federated learning
Optimisations
Optimization method
Over the airs
Over-the-air computation
Performances evaluation
Second order optimization
Second-order optimization method
Communication-Efficient Device Scheduling via Over-the-Air Computation for Federated Learning
会议论文
2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE, GLOBECOM 2022 - PROCEEDINGS, Virtual, Online, Brazil, December 4, 2022 - December 8, 2022
作者:
Bingqing Jiang
;
Jun Du
;
Chunxiao Jiang
;
Yuanming Shi
;
Zhu Han
Adobe PDF(664Kb)
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浏览/下载:173/0
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提交时间:2023/03/10
onstrained optimization
Energy resources
Energy utilization
Internet of things
Learning systems
Power control
Centralised
Channel conditions
Collaborative modeling
Device scheduling
Distributed solutions
Model training
Over the airs
Performance
Privacy disclosures
Training framework
CDLRS: Collaborative Deep Learning Model with Joint Regression and Segmentation for Automatic Fovea Localization
会议论文
LECTURE NOTES IN COMPUTER SCIENCE, Virtual, Online, September 27, 2021 - September 27, 2021
作者:
Chen, Ziyang
;
Pan, Yongsheng
;
Xia, Yong
Adobe PDF(40311Kb)
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浏览/下载:171/0
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提交时间:2021/12/03
Color photography
Deep learning
Image segmentation
Medical computing
Medical imaging
Collaborative learning
Computer
aided
Fovea
Fundus image
Learning models
Localisation
Macula
Object localization
REFUGE2
Screening system
Smart Collaborative Learning Environment for Visually Impaired Children
会议论文
EAI/SPRINGER INNOVATIONS IN COMMUNICATION AND COMPUTING, Guimaraes, Portugal, November 21, 2018 - November 23, 2018
作者:
Talib, Ruhiyati Idayu Abu
;
Nikolic, Predrag K.
;
Sunar, Mohd Shahrizal
;
Prada, Rui
Adobe PDF(12209Kb)
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浏览/下载:250/0
|
提交时间:2022/12/09
User experience
User interfaces
Collaborative learning environment
Environment systems
Learning curves
Multisensory
Physical limitations
Social learning
Sound stimulation
Tactile stimulation
Users' experiences
Visually impaired children
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