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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：140/2 \| 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
	An adaptive stochastic linearized augmented Lagrangian method for nonconvex constrained stochastic optimization 期刊论文 MATHEMATICAL PROGRAMMING, 2025 作者: Zuo, Shiji; Wang, Xiao; Wang, Hao Adobe PDF(1115Kb) \| 收藏 \| 浏览/下载：68/9 \| 提交时间：2025/03/27 Nonconvex constrained optimization Stochastic approximation High probability Oracle complexity Global convergence
	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) \| 收藏 \| 浏览/下载：64/1 \| 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
	KURDYKA-LOJASIEWICZ EXPONENT VIA HADAMARD PARAMETRIZATION 期刊论文 SIAM JOURNAL ON OPTIMIZATION, 2025, 卷号: 35, 期号: 1, 页码: 62-91 作者: Ouyang, Wenqing; Liu, Yuncheng; Pong, Ting Kei; Wang, Hao Adobe PDF(693Kb) \| 收藏 \| 浏览/下载：63/6 \| 提交时间：2025/02/12 Convergence of numerical methods Equivalence classes Gradient methods Hadamard transforms Optimization Hadamard Kurdyka–&lstrok ojasiewicz exponent Overparametrization Parametrizations Property Second orders Second-order stationarity Stationarity Stationary points Strict saddle property
	A Momentum-Based Linearized Augmented Lagrangian Method for Nonconvex Constrained Stochastic Optimization 期刊论文 MATHEMATICS OF OPERATIONS RESEARCH, 2025 作者: Shi, Qiankun; Wang, Xiao; Wang, Hao Adobe PDF(4921Kb) \| 收藏 \| 浏览/下载：63/1 \| 提交时间：2025/02/12 nonconvex optimization functional constraint augmented Lagrangian function stochastic gradient momentum global convergence oracle complexity
	Fast FPGA Accelerator of Graph Cut Algorithm With Threshold Global Relabel and Inertial Push 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: PP, 期号: 99 作者: Guangyao Yan; Xinzhe Liu; Hui Wang; Yajun Ha Adobe PDF(7777Kb) \| 收藏 \| 浏览/下载：67/1 \| 提交时间：2025/03/03 Data flow graphs - Heuristic algorithms - Sleep research Algorithm convergence - FPGA acceleration - Global relabel - Graph-cut - Grid graphs - Memory resources - Min cut/max flows - Optimization task - Push relabel - Redundant computation
	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：71/2 \| 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
	Noniterative Parameter-Free Fault Location for Practically Transposed Transmission Lines with Synchronized/Unsynchronized Measurements 期刊论文 IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2025, 卷号: PP, 期号: 99 作者: Dian Lu; Jun Wan; Mengzhao Duan; Yuhao Xie; Rui Fan Adobe PDF(1773Kb) \| 收藏 \| 浏览/下载：108/1 \| 提交时间：2025/01/20 Convergence of numerical methods Electric lines Power distribution lines Power transmission lines Line-segments Location method Modeling complexity Non-iterative Nonhomogeneity Parameter-free Practically transposed line Synchronized/unsynchronized Transmission-line Transposition principle
	Adaptive Separately Constrained Triplet Loss (A-SCTL) for High-Performance Triplet Networks 期刊论文 IEEE TRANSACTIONS ON NANOTECHNOLOGY, 2025, 卷号: 24 作者: Wang, Ziheng; Niknia, Farzad; Liu, Shanshan; Jiang, Honglan; Liu, Siting Adobe PDF(1283Kb) \| 收藏 \| 浏览/下载：16/1 \| 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：88/0 \| 提交时间：2025/02/24 Federated edge learning dropout convergence analysis communication and computational efficiency

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