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检索条件"主题词=Variational autoencoder"
1569 条 记 录,以下是701-710 订阅
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Improved diagnosis of arrhythmogenic right ventricular cardiomyopathy using electrocardiographic deep learning
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HEART RHYTHM 2025年 第4期22卷 1080-1088页
作者: Carrick, Richard T. Carruth, Eric D. Gasperetti, Alessio Murray, Brittney Tichnell, Crystal Gaine, Sean Sampognaro, James Muller, Steven A. Asatryan, Babken Haggerty, Chris Thiemann, David Calkins, Hugh James, Cynthia A. Wu, Katherine C. Johns Hopkins Univ Hosp Heart & Vasc Inst Baltimore MD USA Geisinger Med Ctr Dept Genom Hlth Danville PA USA Columbia Univ Dept Biomed Informat New York NY USA
BACKGROUND Arrhythmogenic right ventricular cardiomyopathy (ARVC) is a rare genetic heart disease associated with life-threatening ventricular arrhythmias. Diagnosis of ARVC is based on the 2010 Task Force Criteria (T... 详细信息
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Adaptive map matching based on dynamic word embeddings for indoor positioning
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NEUROCOMPUTING 2023年 第1期553卷
作者: Lan, Xinyue Zhang, Lijia Xiao, Zhuoling Yan, Bo Univ Elect Sci & Technol China Sch Informat & Commun Engn 2006 Xiyuan Ave Chengdu 611731 Sichuan Peoples R China UESTC Sch Informat & Commun Engn Chengdu Peoples R China
Map matching has been widely used in various indoor localization technologies. However, conventional map matching technologies based on probabilistic models, such as particle filter (PF), still have a series of limita... 详细信息
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SceneHGN: Hierarchical Graph Networks for 3D Indoor Scene Generation With Fine-Grained Geometry
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IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 2023年 第7期45卷 8902-8919页
作者: Gao, Lin Sun, Jia-Mu Mo, Kaichun Lai, Yu-Kun Guibas, Leonidas J. Yang, Jie Chinese Acad Sci Beijing Key Lab Mobile Comp & Pervas Device Inst Comp Technol Beijing 100190 Peoples R China Univ Chinese Acad Sci Beijing 100049 Peoples R China Stanford Univ Stanford CA 94305 USA Cardiff Univ Sch Comp Sci & Informat Cardiff CF10 3AT Wales
3D indoor scenes are widely used in computer graphics, with applications ranging from interior design to gaming to virtual and augmented reality. They also contain rich information, including room layout, as well as f... 详细信息
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Towards a robust and reliable deep learning approach for detection of compact binary mergers in gravitational wave data
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MACHINE LEARNING-SCIENCE AND TECHNOLOGY 2023年 第4期4卷 045028页
作者: Jadhav, Shreejit Shrivastava, Mihir Mitra, Sanjit Interuniv Ctr Astron & Astrophys IUCAA Post Bag 4 Pune 411007 India Swinburne Univ Technol Ctr Astrophys & Supercomp Hawthorn Vic 3122 Australia ARC Ctr Excellence Gravitat Wave Discovery OzGrav Melbourne Australia Indian Inst Technol IIT Kharagpur India
The ability of deep learning (DL) approaches to learn generalised signal and noise models, coupled with their fast inference on GPUs, holds great promise for enhancing gravitational-wave (GW) searches in terms of spee... 详细信息
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MetaVIM: Meta variationally Intrinsic Motivated Reinforcement Learning for Decentralized Traffic Signal Control
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IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING 2023年 第11期35卷 11570-11584页
作者: Zhu, Liwen Peng, Peixi Lu, Zongqing Tian, Yonghong Peking Univ Natl Engn Res Ctr Visual Technol Sch Comp Sci Beijing 100871 Peoples R China Peking Univ Natl Engn Res Ctr Visual Technol Sch Comp Sci Beijing 100871 Peoples R China Pengcheng Lab Shenzhen 518066 Guangdong Peoples R China
Traffic signal control aims to coordinate traffic signals across intersections to improve the traffic efficiency of a district or a city. Deep reinforcement learning (RL) has been applied to traffic signal control rec... 详细信息
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Disentangling high-level factors and their features with conditional vector quantized VAEs
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PATTERN RECOGNITION LETTERS 2023年 第1期172卷 172-180页
作者: Zou, Kaifeng Faisan, Sylvain Heitz, Fabrice Valette, Sebastien Univ Strasbourg ICube Lab CNRS Strasbourg France CNRS CREATIS INSA Lyon INSERM Lyon France
Two recent works have shown the benefit of modeling both high-level factors and their related features to learn disentangled representations with variational autoencoders (VAE). We propose here a novel VAEbased approa... 详细信息
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Low-dimensional data-based surrogate model of a continuum-mechanical musculoskeletal system based on non-intrusive model order reduction
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ARCHIVE OF APPLIED MECHANICS 2023年 第9期93卷 3637-3663页
作者: Kneifl, Jonas Rosin, David Avci, Okan Roehrle, Oliver Fehr, Joerg Univ Stuttgart Inst Engn & Computat Mech Pfaffenwaldring 9 D-70569 Stuttgart Baden Wurttembe Germany Univ Stuttgart Inst Modelling & Simulat Biomech Syst Pfaffenwaldring 5A D-70569 Stuttgart Baden Wurttembe Germany Fraunhofer IPA Biomechatron Syst Nobelstr 12 D-70569 Stuttgart Baden Wurttembe Germany
Over the last decades, computer modeling has evolved from a supporting tool for engineering prototype design to an ubiquitous instrument in non-traditional fields such as medical rehabilitation. This area comes with u... 详细信息
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Rethinking the core symptom of schizophrenia: An exploration of disorganized thought centrality in psychosis
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SCHIZOPHRENIA RESEARCH 2025年 281卷 201-208页
作者: Li, Jingjing Zhang, Xiaoyun Liu, Fang Pang, Lijuan Sun, Yao Chen, Zhihan Kang, Yulin Hei, Gangrui Song, Xueqin Zhengzhou Univ Affiliated Hosp 1 Dept Psychiat Zhengzhou 450000 Henan Peoples R China Henan Int Joint Lab Biol Psychiat Zhengzhou Peoples R China Zhengzhou Univ Henan Psychiat Transformat Res Key Lab Zhengzhou Peoples R China Zhengzhou Univ Affiliated Hosp 1 Dept Operat Management Zhengzhou Peoples R China Henan Inst Interconnected Intelligent Hlth Managem Zhengzhou Peoples R China Henan Key Lab Chron Dis Prevent & Therapy & Intell Zhengzhou Peoples R China China Med Univ Coll Hlth Management Dept Social Med Shenyang Peoples R China Chinese Res Inst Environm Sci Beijing Peoples R China
Background and hypothesis: Schizophrenic symptoms are currently classified into several dimensions: positive symptoms, negative symptoms, disorganized thought, cognitive deficits, and general symptoms. This multidimen... 详细信息
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Machine and Representation Learning-Based GNSS Spoofing Detectors Utilizing Feature Set From Generic GNSS Receivers
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IEEE TRANSACTIONS ON CONSUMER ELECTRONICS 2024年 第1期70卷 574-583页
作者: Iqbal, Asif Aman, Muhammad Naveed Sikdar, Biplab Natl Univ Singapore Dept Elect & Comp Engn 4 Engn Dr 3 Singapore 117583 Singapore Univ Nebraska Sch Comp Lincoln NE 68588 USA
The Global Navigation Satellite System (GNSS) plays critical role in providing precise timing and positioning information for various applications. However, its civilian signals are vulnerable to spoofing attacks, nec... 详细信息
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SiRCle (Signature Regulatory Clustering) model integration reveals mechanisms of phenotype regulation in renal cancer
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GENOME MEDICINE 2024年 第1期16卷 1-26页
作者: Mora, Ariane Schmidt, Christina Balderson, Brad Frezza, Christian Boden, Mikael Univ Queensland Sch Chem & Mol Biosci Mol Biosci Bldg 76 St Lucia Qld 4072 Australia Univ Cambridge Hutchison MRC Res Ctr Med Res Council Canc Unit Box 197Cambridge Biomed Campus Cambridge CB2 0X2 England Univ Cologne Fac Med & Univ Hosp Cologne Inst Metabol Ageing Cluster Excellence Cellular Stress Responses Aging Joseph Stelzmann Str 26 D-50931 Cologne Germany Univ Cologne Inst Genet Fac Math & Nat Sci Cluster Excellence Cellular Stress Responses Aging Cologne Germany
BackgroundClear cell renal cell carcinoma (ccRCC) tumours develop and progress via complex remodelling of the kidney epigenome, transcriptome, proteome and metabolome. Given the subsequent tumour and inter-patient het... 详细信息
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