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GENERALIZATION: 作品数：372被引量：315H指数：8; 导出分析报告; 相关领域：理学更多>>; 相关作者：孙经先郝稚传李陶深韦艳艳乐友喜更多>>; 相关机构：南京师范大学广西大学东南大学山东大学更多>>; 相关期刊：更多>>; 相关基金：国家自然科学基金国家重点基础研究发展计划国家教育部博士点基金广东省自然科学基金更多>>

GENERALIZATION ANALYSIS FOR CVaR-BASED MINIMAX REGRET OPTIMIZATION: 《数学杂志》2025年第2期111-121,共11页TAO Yan-fang DENG Hao; Supported by Education Science Planning Project of Hubei Province(2020GB198);Natural Science Foundation of Hubei Province(2023AFB523).; This paper analyzes the generalization of minimax regret optimization(MRO)under distribution shift.A new learning framework is proposed by injecting the measure of con-ditional value at risk(CVaR)into MRO,and its gene...; 关键词：Minimax regret optimization(MRO) conditional value at risk(CVaR) distri-bution shift generalization error

Privacy-Preserving Fingerprint Recognition via Federated Adaptive Domain Generalization: 《Computers, Materials & Continua》2025年第3期5035-5055,共21页Yonghang Yan Xin Xie Hengyi Ren Ying Cao Hongwei Chang; supported by the National Natural Science Foundation of China(Nos.62002100,61902237);Key Research and Promotion Projects of Henan Province(Nos.232102240023,232102210063,222102210040).; Fingerprint features,as unique and stable biometric identifiers,are crucial for identity verification.However,traditional centralized methods of processing these sensitive data linked to personal identity pose signifi...; 关键词：Fingerprint recognition privacy protection federated learning adaptive weight adjustment

Adaptive network combination for single-image reflection removal:a domain generalization perspective: 《Frontiers of Computer Science》2025年第1期171-173,共3页Ming LIU Jianan PAN Zifei YAN Wangmeng ZUO Lei ZHANG; supported in part by the National Natural Science Foundation of China(Grant No.U19A2073).; 1 Introduction Recently,multiple synthetic and real-world datasets have been built to facilitate the training of deep single-image reflection removal(SIRR)models.Meanwhile,diverse testing sets are also provided with d...; 关键词：testing GENERALIZATION WHILE

Domain generalization with semi-supervised learning for people-centric activity recognition: 《Science China(Information Sciences)》2025年第1期168-185,共18页Jing LIU Wei ZHU Di LI Xing HU Liang SONG; supported in part by China Mobile Research Fund of the Chinese Ministry of Education(Grant No.KEH2310029);Specific Research Fund of the Innovation Platform for Academicians of Hainan Province(Grant No.YSPTZX202314);supported by the Shanghai Key Research Laboratory of NSAI and the Joint Laboratory on Networked AI Edge Computing Fudan University-Changan.; People-centric activity recognition is one of the most critical technologies in a wide range of real-world applications,including intelligent transportation systems,healthcare services,and brain-computer interfaces.La...; 关键词：activity recognition deep learning domain generalization semi-supervised learning adversarial training

Universal Scaling Laws in Quantum-Probabilistic Machine Learning by Tensor Network: Toward Interpreting Representation and Generalization Powers: 《Chinese Physics Letters》2024年第12期35-45,共11页Sheng-Chen Bai Shi-Ju Ran; supported in part by the Beijing Natural Science Foundation (Grant No. 1232025);the Ministry of Education Key Laboratory of Quantum Physics and Photonic Quantum Information (Grant No. ZYGX2024K020);Academy for Multidisciplinary Studies, Capital Normal University.; The interpretation of representations and generalization powers has been a long-standing challenge in the fields of machine learning(ML)and artificial intelligence.This study contributes to understanding the emergence...; 关键词：QUANTUM GENERALIZATION SCALING

Generalizable data driven full waveform inversion for complex structures and severe topographies: 《Petroleum Science》2024年第6期4025-4033,共9页Mahdi Saadat Hosein Hashemi Majid Nabi-Bidhendi; Traditionally, simplification has been used in scientific modeling practices. However, recent advancements in deep learning techniques have provided a means to represent complex models. As a result, deep neural networ...; 关键词：Deep learning GENERALIZATION Full waveform inversion Data-driven inversion Complex structure

Domain Generalization Prognosis Method for Lithium-Ion Battery State of Health with Transformer and Multi-Kernel MMD: 《Journal of Dynamics, Monitoring and Diagnostics》2024年第4期311-323,共13页Yafei Zhu Tianyi Guo Xiang Li Yewei Zhang Wei Zhang; In recent years,a number of intelligent algorithm have been proposed for forecasting the lithium-ion battery state of health(SOH).Due to the varying specifications and operating conditions of batteries,it is difficult...; 关键词：battery health management domain generation maximum mean discrepancy state of health prognosis TRANSFORMER

Precision autofocus in optical microscopy with liquid lenses controlled by deep reinforcement learning: 《Microsystems & Nanoengineering》2024年第6期559-571,共13页Jing Zhang Yong-feng Fu Hao Shen Quan Liu Li-ning Sun Li-guo Chen; supported by the National Key R&D Program of China(2022YFB3207100).; Microscopic imaging is a critical tool in scientific research,biomedical studies,and engineering applications,with an urgent need for system miniaturization and rapid,precision autofocus techniques.However,traditional...; 关键词：DEEP HARDWARE GENERALIZATION

Dynamic Vision-Based Machinery Fault Diagnosis With Cross-Modality Feature Alignment: 《IEEE/CAA Journal of Automatica Sinica》2024年第10期2068-2081,共14页Xiang Li Shupeng Yu Yaguo Lei Naipeng Li Bin Yang; supported by the National Science Fund for Distinguished Young Scholars of China(52025056);the China Postdoctoral Science Foundation(2023M732789);the China Postdoctoral Innovative Talents Support Program(BX20230290);the Fundamental Research Funds for the Central Universities(xzy012022062).; Intelligent machinery fault diagnosis methods have been popularly and successfully developed in the past decades,and the vibration acceleration data collected by contact accelerometers have been widely investigated.In...; 关键词：Condition monitoring domain generalization eventbased camera fault diagnosis machine vision

A Generalization of Vosper's Theorem: 《Chinese Annals of Mathematics,Series B》2024年第5期767-776,共10页Yujie WANG Min TANG; supported by the National Natural Science Foundation of China(Nos.12101007,12371003);the Natural Science Foundation of Anhui Province(No.2008085QA06)。; Let Z/m Z be the ring of residual classes modulo m,and let A and B be nonempty subsets of Z/m Z.In this paper,the authors give the structure of A and B for which|A+B|=|A|+|B|-1=m-2.; 关键词：SUMSETS Inverse problem Vosper's theorem Kemperman's theorem

GENERALIZATION