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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) \| 收藏 \| 浏览/下载：157/2 \| 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
	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) \| 收藏 \| 浏览/下载：83/2 \| 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
	Adaptive Separately Constrained Triplet Loss (A-SCTL) for High-Performance Triplet Networks 期刊论文 IEEE TRANSACTIONS ON NANOTECHNOLOGY, 2025, 卷号: 24, 页码: 157-165 作者: Wang, Ziheng; Niknia, Farzad; Liu, Shanshan; Jiang, Honglan; Liu, Siting Adobe PDF(1283Kb) \| 收藏 \| 浏览/下载：30/1 \| 提交时间：2025/04/14 Training Face recognition Measurement Accuracy Hardware Adaptive systems Convergence Data models Adaptation models Testing Deep metric learning classification face recognition loss function triplet networks
	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 \| 浏览/下载：110/0 \| 提交时间：2025/02/24 Federated edge learning dropout convergence analysis communication and computational efficiency
	Convergence Analysis for Federated Dropout 会议论文 GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024 作者: Sijing Xie; Dingzhu Wen; Xiaonan Liu; Changsheng You; Tharmalingam Ratnarajah 收藏 \| 浏览/下载：45/0 \| 提交时间：2025/03/18 Computational efficiency Contrastive Learning Communication efficiency Computation efficiency Convergence analysis Dropout Federated edge learning Gradient vectors Loss functions Network edges Taylor expansion method Unbiased estimation
	Satellite Federated Edge Learning: Architecture Design and Convergence Analysis 期刊论文 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: 23, 期号: 10, 页码: 15212-15229 作者: Shi, Yuanming; Zeng, Li; Zhu, Jingyang; Zhou, Yong; Jiang, Chunxiao Adobe PDF(21668Kb) \| 收藏 \| 浏览/下载：457/13 \| 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
	Solving PDEs on unknown manifolds with machine learning 期刊论文 APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2024, 卷号: 71 作者: Liang, Senwei; Jiang, Shixiao W.; Harlim, John; Yang, Haizhao Adobe PDF(4816Kb) \| 收藏 \| 浏览/下载：569/107 \| 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
	Decentralized Satellite Federated Learning via Intra- and Inter-Orbit Communications 会议论文 2024 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS, ICC WORKSHOPS 2024, Denver, CO, USA, 9-13 June 2024 作者: Zhou Fangtong; Wang Zhibin; Shi Yuanming; Zhou Yong Adobe PDF(693Kb) \| 收藏 \| 浏览/下载：458/5 \| 提交时间：2024/05/27 Combinatorial optimization Energy utilization Frequency allocation Resource allocation Routing algorithms Satellite communication systems Satellite links Tropics Computing resource Convergence time Data resources Decentralised Ground stations Joint resource allocations Learning frameworks Resource routing Routing selection Selection algorithm
	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) \| 收藏 \| 浏览/下载：522/90 \| 提交时间：2024/02/02 Federated learning over-the-air computation convergence analysis optimization
	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) \| 收藏 \| 浏览/下载：545/5 \| 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

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