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检索条件"主题词=variational autoencoder"
1532 条 记 录,以下是531-540 订阅
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Study of Hybrid Machine Learning Multiaxial Low-Cycle Fatigue Life Prediction Model of CP-Ti
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FATIGUE & FRACTURE OF ENGINEERING MATERIALS & STRUCTURES 2025年 第5期48卷 2309-2324页
作者: Ma, Tian-Hao Zhang, Wei Chang, Le Zhao, Jian-Ping Zhou, Chang-Yu Nanjing Tech Univ Sch Mech & Power Engn Nanjing Peoples R China
Symmetric and asymmetric multiaxial low-cycle fatigue tests were conducted on commercially pure titanium under different control modes and multiaxial strain/stress ratios to establish a reliable hybrid physics and dat... 详细信息
来源: 评论
Machine learning assisted crystallographic reconstruction from atom probe tomographic images
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JOURNAL OF PHYSICS-CONDENSED MATTER 2025年 第3期37卷 035901-035901页
作者: Pu, Jie-Ming Chen, Shuai Zhang, Tong-Yi Shanghai Univ Mat Genome Inst Shanghai 200444 Peoples R China Shanghai Univ Shanghai Frontier Sci Ctr Mechanoinformat Shanghai 200444 Peoples R China Hong Kong Univ Sci & Technol Guangzhou Guangzhou Municipal Key Lab Mat Informat Sustainab Adv Mat Thrust Guangzhou 511400 Guangdong Peoples R China
Atom probe tomography (APT) is a powerful technique for three-dimensional (3D) atomic-scale imaging, enabling the accurate analysis on the compositional distribution at the nanoscale. How to accurately reconstruct cry... 详细信息
来源: 评论
An Efficient Speech Synthesizer: A Hybrid Monotonic Architecture for Text-to-speech via VAE & LPC-Net with Independent Sentence Length
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CIRCUITS SYSTEMS AND SIGNAL PROCESSING 2025年 1-25页
作者: Nallabala, Naveen Kumar Souprayen, Balamurugan Ramasamy, Maruthamuthu Penumarti, Seshu Kumar Navuluri, Nuthan Chandu Madanapalle Inst Technol & Sci Dept Comp Applicat Madanapalle Andhra Pradesh India JAIN Sch Comp Sci & Informat Technol Bengaluru Karnataka India Univ East London Dept Architecture Comp & Engn London England
This research delineates the development of a hybrid architecture for text-to-speech (TTS) synthesis, termed the Efficient Speech Synthesizer (ESS). ESS leverages an end-to-end training paradigm to holistically optimi... 详细信息
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Machine sound anomaly detection based on dual-channel feature fusion variational auto-encoder
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APPLIED INTELLIGENCE 2025年 第7期55卷 1-17页
作者: Zhang, Chen Wei, Yongkang Wang, Xiaofeng Wu, Xiaoxuan Zhu, Xuhui Hefei Univ Dept Artificial Intelligence & Big Data Hefei 230601 Anhui Peoples R China Hefei Univ Technol Intelligent Interconnected Syst Lab Anhui Prov Hefei 230009 Anhui Peoples R China
With the increasing intelligence and automation of industrial equipment, the technology for detecting equipment anomalies has become increasingly important. Compared to image-based anomaly detection methods, sound-bas... 详细信息
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A deep learning model for inter-fraction head and neck anatomical changes in proton therapy
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PHYSICS IN MEDICINE AND BIOLOGY 2025年 第6期70卷 065011-065011页
作者: Burlacu, Tiberiu Hoogeman, Mischa Lathouwers, Danny Perko, Zoltan Delft Univ Technol Fac Appl Sci Delft Netherlands Univ Med Ctr Rotterdam Erasmus MC Canc Inst Dept Radiotherapy Rotterdam Netherlands HollandPTC Consortium Delft Netherlands
Objective. To assess the performance of a probabilistic deep learning based algorithm for predicting inter-fraction anatomical changes in head and neck patients. Approach. A probabilistic daily anatomy model (DAM) for... 详细信息
来源: 评论
Glissando-Net: Deep Single View Category Level Pose Estimation and 3D Reconstruction
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IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 2025年 第4期47卷 2298-2312页
作者: Sun, Bo Kang, Hao Guan, Li Li, Haoxiang Mordohai, Philippos Hua, Gang Adobe Inc San Jose CA 95110 USA ByteDance Inc Bellevue WA USA Meta Real Labs Menlo Pk CA USA Pixocial Technol Bellevue WA USA Stevens Inst Technol Hoboken NJ USA Dolby Labs Bellevue WA USA
We present a deep learning model, dubbed Glissando-Net, to simultaneously estimate the pose and reconstruct the 3D shape of objects at the category level from a single RGB image. Previous works predominantly focused o... 详细信息
来源: 评论
VAE-Surv: A novel approach for genetic-based clustering and prognosis prediction in myelodysplastic syndromes
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COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2025年 261卷 108605-108605页
作者: Rollo, Cesare Pancotti, Corrado Sartori, Flavio Caranzano, Isabella D'Amico, Saverio Carota, Luciana Casadei, Francesco Birolo, Giovanni Lanino, Luca Sauta, Elisabetta Asti, Gianluca Buizza, Alessandro Delleani, Mattia Zazzetti, Elena Bicchieri, Marilena Maggioni, Giulia Fenaux, Pierre Platzbecker, Uwe Diez-Campelo, Maria Haferlach, Torsten Castellani, Gastone Porta, Matteo Giovanni Della Fariselli, Piero Sanavia, Tiziana Univ Torino Computat Biomed Unit Dept Med Sci Via Santena 19 I-10126 Turin Italy IRCCS Humanitas Res Hosp Via Manzoni 56 I-20089 Rozzano Milan Italy Train Srl via Alessandro Manzoni 56 I-20089 Rozzano Milan Italy Univ Bologna Dept Med & Surg Sci DIMEC I-40126 Bologna Italy IRCCS Ist Sci Neurol Bologna I-40138 Bologna Italy Hop St Louis Hematol Bone Marrow Transplantat Paris France Univ Hosp Leipzig Med Clin & Policlin 1 Hematol & Cellular Therapy Leipzig Germany Hosp Univ Salamanca Hematol Dept Salamanca Spain MLL Munich Leukemia Lab Max Lebsche Pl 31 Munich Germany IRCCS Azienda Osped Univ Bologna S Orsola I-40138 Bologna Italy Humanitas Univ Dept Biomed Sci Via Montalcini 4 I-20072 Pieve Emanuele Milan Italy
Background and Objectives Several computational pipelines for biomedical data have been proposed to stratify patients and to predict their prognosis through survival analysis. However, these analyses are usually perfo... 详细信息
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Advancing Agile Software Cost Estimation Through Data Synthesis: A Comparative Analysis of Five Generation Techniques
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IEEE ACCESS 2025年 13卷 63219-63236页
作者: Zhao, Xiaoyan Mansor, Zulkefli Razali, Rozilawati Nazri, Mohd Zakree Ahmad Xiong, Xin Univ Kebangsaan Malaysia Fac Informat Sci & Technol Bangi 43600 Selangor Malaysia Univ Kebangsaan Malaysia Ctr Software Technol & Management Bangi 43600 Selangor Malaysia Univ Kebangsaan Malaysia Ctr Artificial Intelligence Technol Bangi 43600 Selangor Malaysia
Agile has been used in software development for over 20 years and is the preferred development method for more than 85% of software companies. However, cost estimation in agile development remains a significant challe... 详细信息
来源: 评论
LPUWF-LDM: Enhanced latent diffusion model for precise late-phase UWF-FA generation on limited dataset
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EXPERT SYSTEMS WITH APPLICATIONS 2025年 270卷
作者: Fang, Zhaojie Yu, Xiao Zhou, Guanyu Zhuang, Ke Chen, Yifei Ge, Ruiquan Wang, Changmiao Jia, Gangyong Wu, Qing Ye, Juan Nuliqiman, Maimaiti Xu, Peifang Elazab, Ahmed Hangzhou Dianzi Univ Hangzhou 310018 Peoples R China Shenzhen Res Inst Big Data Shenzhen 518172 Peoples R China Shenzhen Univ Sch Biomed Engn Shenzhen 518037 Peoples R China Misr Higher Inst Commerce & Comp Mansoura 35516 Egypt Zhejiang Univ Affiliated Hosp 2 Eye Ctr Zhejiang Prov Key Lab OphthalmolSch Med Hangzhou 310000 Peoples R China
Ultra-Wide-Field Fluorescein Angiography (UWF-FA) enables precise identification of ocular diseases using sodium fluorescein, which can be potentially harmful. Existing research has developed methods to generate UWF-F... 详细信息
来源: 评论
Characterizing Marine Magnetic Anomalies: A Machine Learning Approach to Advancing the Understanding of Oceanic Crust Formation
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JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH 2025年 第2期130卷
作者: Wu, S. Thoram, S. Sun, J. Sager, W. W. Chen, J. Univ Houston Dept Earth & Atmospher Sci Houston TX 77004 USA Univ Houston Dept Elect & Comp Engn Houston TX USA
Linear magnetic anomalies (LMA), resulting from Earth's magnetic field reversals recorded by seafloor spreading serve as crucial evidence for oceanic crust formation and plate tectonics. Traditionally, LMA analysi... 详细信息
来源: 评论