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Learnable color space conversion and fusion for stain normalization in pathology images
期刊论文
MEDICAL IMAGE ANALYSIS, 2025, 卷号: 101
作者:
Ke, Jing
;
Zhou, Yijin
;
Shen, Yiqing
;
Guo, Yi
;
Liu, Ning
Adobe PDF(6837Kb)
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收藏
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浏览/下载:132/2
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提交时间:2025/01/10
Color image processing
Contrastive Learning
Convergence of numerical methods
Digital storage
Image segmentation
Medical imaging
Color space conversion
Color space fusions
Computer-assisted diagnostic systems
Image analyze
Image-analysis
Learnable color space conversion
Normalisation
Normalization methods
Pathology image analyze
Stain normalization
Inspect quantitative signals in placental histopathology: Computer-assisted multiple functional tissues identification through multi-model fusion and distillation framework
期刊论文
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2025, 卷号: 119
作者:
Liu, Yiming
;
Zhang, Ling
;
Gu, Mingxue
;
Xiao, Yaoxing
;
Yu, Ting
Adobe PDF(4767Kb)
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收藏
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浏览/下载:61/1
|
提交时间:2025/02/12
Convergence of numerical methods
Image enhancement
Medical imaging
Silicon wafers
Computer assisted
Computer-aided
Computer-aided recognition
Functional tissue
Gaining insights
Multi-model fusion
Pathological analysis
Placenta histopathology
Potential signal
Semantic segmentation
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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收藏
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浏览/下载:65/2
|
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
Federated Dropout: Convergence Analysis and Resource Allocation
预印本
2024
作者:
Xie, Sijing
;
Wen, Dingzhu
;
Liu, Xiaonan
;
You, Changsheng
;
Ratnarajah, Tharmalingam
收藏
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浏览/下载:72/0
|
提交时间:2025/02/24
Federated edge learning
dropout
convergence analysis
communication and computational efficiency
Two-Way Sparse Reduced-Rank Regression via Scaled Gradient Descent with Hard Thresholding
会议论文
2024 IEEE 13RD SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING WORKSHOP (SAM), Corvallis, OR, USA, 8-11 July 2024
作者:
Cheng Cheng
;
Ziping Zhao
Adobe PDF(519Kb)
|
收藏
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浏览/下载:285/2
|
提交时间:2024/09/18
Error statistics
Iterative methods
Logistic regression
Support vector regression
Convergence analysis
Gradient-descent
Hard thresholding
Low-rank
Multiple response
Multiple response linear regression
Scaled gradient descent
Sparse
Statistical errors
Two ways
Solving PDEs on unknown manifolds with machine learning
期刊论文
APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2024, 卷号: 71
作者:
Adobe PDF(4816Kb)
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收藏
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浏览/下载:505/87
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提交时间:2024/03/22
Algebra
Computation theory
Deep neural networks
Gradient methods
Learning systems
Mathematical operators
Multilayer neural networks
Network layers
Convergence analysis
Diffusion maps
High-dimensional
High-dimensional PDE
Higher-dimensional
Hypothesis space
Least squares minimization
Manifold
Neural-networks
Point-clouds
Federated Learning With Energy Harvesting Devices
期刊论文
IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, 2024, 卷号: 8, 期号: 1, 页码: 190 - 204
作者:
Li Zeng
;
Dingzhu Wen
;
Guangxu Zhu
;
Changsheng You
;
Qimei Chen
Adobe PDF(6134Kb)
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收藏
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浏览/下载:511/4
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提交时间:2023/09/22
Channel state information
Data privacy
Dynamic programming
Energy harvesting
Information management
Iterative methods
Job analysis
Resource allocation
Computational modelling
Convergence
Convergence rates
Data utilities
Device selection
Distributed resource allocation
Federated learning
Resource management
Sub-carriers
Task analysis
Over-the-Air Federated Learning and Optimization
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: 11, 期号: 10, 页码: 16996 - 17020
作者:
Zhu, Jingyang
;
Shi, Yuanming
;
Zhou, Yong
;
Jiang, Chunxiao
;
Chen, Wei
Adobe PDF(2624Kb)
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收藏
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浏览/下载:480/68
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提交时间:2024/02/02
Federated learning
over-the-air computation
convergence analysis
optimization
Satellite Federated Edge Learning: Architecture Design and Convergence Analysis
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Shi, Yuanming
;
Zeng, Li
;
Zhu, Jingyang
;
Zhou, Yong
;
Jiang, Chunxiao
Adobe PDF(21668Kb)
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收藏
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浏览/下载:411/13
|
提交时间:2024/08/09
Communication satellites
Learning systems
Orbits
Remote sensing
Satellite communication systems
Transmissions
Architecture designs
Convergence analysis
Design Analysis
Earth orbits
Federated edge learning
Intersatellite links
Learning architectures
Low-earth-orbit mega-constellation
Model aggregations
Satellite communications
Iterative Learning Embedded Composite Model Reference Adaptive Control for Off-Axis In-Situ Rotation in Nanorobotic Manipulation
期刊论文
IEEE CONTROL SYSTEMS LETTERS, 2024, 卷号: 8, 页码: 291-296
作者:
Zhang, Heng
;
Fu, Xiang
;
Liu, Song
;
Wang, Yang
Adobe PDF(1027Kb)
|
收藏
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浏览/下载:312/0
|
提交时间:2024/01/19
Nanorobotics
indirect iterative learning control
composite model reference adaptive control
Iterative methods
Rotation
Two term control systems
Uncertainty analysis
Visual servoing
Adaptation models
Adaptive Control
Composite model reference adaptive control
Composite Modelling
Convergence
Indirect iterative learning control
Iterative learning control
Model-reference adaptive controls
Nano-positioning
Uncertainty
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