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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:
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
SLInterpreter: An Exploratory and Iterative Human-AI Collaborative System for GNN-based Synthetic Lethal Prediction
期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2024, 卷号: PP, 期号: 99, 页码: 919-929
作者:
Haoran Jiang
;
Shaohan Shi
;
Shuhao Zhang
;
Jie Zheng
;
Quan Li
Adobe PDF(8540Kb)
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浏览/下载:276/48
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提交时间:2024/09/30
Economic and social effects
Collaborative systems
Graph neural networks
Interpretability
Iterative human-AI collaboration
Knowledge graphs
Model interpretability
Network-based
Synthetic lethal
Synthetic lethality
Visual analytics
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
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:
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
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
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.
Adobe PDF(12209Kb)
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浏览/下载:252/0
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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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