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检索条件"主题词=variational autoencoder"
1537 条 记 录,以下是1351-1360 订阅
排序:
Hybrid Learning Models for IMU-Based HAR with Feature Analysis and Data Correction
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SENSORS 2023年 第18期23卷 7802页
作者: Tseng, Yu-Hsuan Wen, Chih-Yu Natl Chung Hsing Univ Dept Comp Sci & Engn Taichung 40227 Taiwan Natl Chung Hsing Univ Dept Elect Engn Taichung 40227 Taiwan Natl Chung Hsing Univ Smart Sustainable New Agr Res Ctr SMARTer Taichung 40227 Taiwan Natl Chung Hsing Univ Innovat & Dev Ctr Sustainable Agr IDCSA Taichung 40227 Taiwan
This paper proposes a novel approach to tackle the human activity recognition (HAR) problem. Four classes of body movement datasets, namely stand-up, sit-down, run, and walk, are applied to perform HAR. Instead of usi... 详细信息
来源: 评论
CFNet: An infrared and visible image compression fusion network
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PATTERN RECOGNITION 2024年 156卷
作者: Xing, Mengliang Liu, Gang Tang, Haojie Qian, Yao Zhang, Jun Shanghai Univ Elect Power Sch Automat Engn Shanghai 200090 Peoples R China Shanghai JA SOLAR Technol Co Ltd Shanghai 200436 Peoples R China
Image fusion aims to acquire a more complete image representation within a limited physical space to more effectively support practical vision applications. Although the currently popular infrared and visible image fu... 详细信息
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A generative design framework for passive thermal control with macroscopic metamaterials
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THERMAL SCIENCE AND ENGINEERING PROGRESS 2024年 51卷
作者: Ignuta-Ciuncanu, Matei C. Tabor, Philip Martinez-Botas, Ricardo F. Imperial Coll London Dept Mech Engn Sustainable Energy Technol & Turbomachinery Lab London SW7 2AZ England
Efficient thermal management holds pivotal significance in the rapidly evolving realm of energy -dense applications, notably in high-performance computing, where the push toward miniaturization encounters limitations ... 详细信息
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Reconstruction and generation of 3D realistic soil particles with metaball descriptor
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COMPUTERS AND GEOTECHNICS 2023年 第1期161卷
作者: Zhao, Yifeng Gao, Xiangbo Zhang, Pei Lei, Liang Li, Stan Z. Galindo-Torres, S. A. Zhejiang Univ Coll Environm & Resources Sci 866 Yuhangtang Rd Hangzhou 310058 Zhejiang Peoples R China Westlake Univ Sch Engn Key Lab Coastal Environm & Resources Zhejiang Prov 18 Shilongshan Rd Hangzhou 310024 Zhejiang Peoples R China Westlake Univ Sch Engn 18 Shilongshan Rd Hangzhou 310024 Zhejiang Peoples R China
The morphology of soil particles is crucial in determining its granular characteristics and assembly responses. However, how to introduce accurate and various morphologies of realistic particles in modeling can be cha... 详细信息
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SDM-NET: Deep Generative Network for Structured Deformable Mesh
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ACM TRANSACTIONS ON GRAPHICS 2019年 第6期38卷 243-243页
作者: Gao, Lin Yang, Jie Wu, Tong Yuan, Yu-Jie Fu, Hongbo Lai, Yu-Kun Zhang, Hao Chinese Acad Sci Inst Comp Technol Beijing Peoples R China Univ Chinese Acad Sci Beijing Peoples R China City Univ Hong Kong Sch Creat Media Hong Kong Peoples R China Cardiff Univ Sch Comp Sci & Informat Cardiff S Glam Wales Simon Fraser Univ Sch Comp Sci Burnaby BC Canada Chinese Acad Sci Inst Comp Technol Beijing Key Lab Mobile Comp & Pervas Device Beijing Peoples R China
We introduce SDM-NET, a deep generative neural network which produces structured deformable meshes. Specifically, the network is trained to generate a spatial arrangement of closed, deformable mesh parts, which respec... 详细信息
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variational Generative Adversarial Network with Crossed Spatial and Spectral Interactions for Hyperspectral Image Classification
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REMOTE SENSING 2021年 第16期13卷 3131-3131页
作者: Li, Zhongwei Zhu, Xue Xin, Ziqi Guo, Fangming Cui, Xingshuai Wang, Leiquan China Univ Petr East China Coll Oceanog & Space Informat Qingdao 266580 Peoples R China China Univ Petr East China Coll Comp Sci & Technol Qingdao 266580 Peoples R China
variational autoencoders (VAEs) and Generative Adversarial Networks (GANs) have been widely used in hyperspectral image classification (HSIC) tasks. However, the generated HSI virtual samples by VAEs are often ambiguo... 详细信息
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Nonlinear blind source separation exploiting spatial nonstationarity
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INFORMATION SCIENCES 2024年 665卷
作者: Sipila, Mika Nordhausen, Klaus Taskinen, Sara Univ Jyvaskyla Dept Math & Stat Jyvaskyla Finland
In spatial blind source separation the observed multivariate random fields are assumed to be mixtures of latent spatially dependent random fields. The objective is to recover latent random fields by estimating the unm... 详细信息
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Labyrinth morphological modeling and its application on unreferenced segmentation assessment
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BIOMEDICAL SIGNAL PROCESSING AND CONTROL 2023年 第1期85卷
作者: Li, Xiaoguang Zhu, Ziyao Yin, Hongxia Zhao, Pengfei Lv, Han Tang, Ruowei Qin, Yating Zhuo, Li Wang, Zhenchang Beijing Univ Technol Beijing Key Lab Computat Intelligence & Intelligen Beijing 100124 Peoples R China Capital Med Univ Beijing Friendship Hosp Dept Radiol Beijing 100050 Peoples R China
The labyrinth of the inner ear is an important auditory and balanced sensory organ and is closely related to tinnitus, hearing loss, vertigo, and Meniere diseases. Quantitative description and measurement of the labyr... 详细信息
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Multi-rate modulation encoding via unsupervised learning for audio event detection
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EURASIP JOURNAL ON AUDIO SPEECH AND MUSIC PROCESSING 2024年 第1期2024卷 19页
作者: Kothinti, Sandeep Reddy Elhilali, Mounya Johns Hopkins Univ Lab Computat Auditory Percept Baltimore MD 21218 USA
Technologies in healthcare, smart homes, security, ecology, and entertainment all deploy audio event detection (AED) in order to detect sound events in an audio recording. Effective AED techniques rely heavily on supe... 详细信息
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Wasserstein Adversarially Regularized Graph autoencoder
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NEUROCOMPUTING 2023年 第1期541卷
作者: Liang, Huidong Gao, Junbin Univ Sydney Univ Sydney Business Sch Sydney NSW 2006 Australia
This paper introduces Wasserstein Adversarially Regularized Graph autoencoder (WARGA), an implicit generative algorithm that directly regularizes the latent distribution of node embedding to a target distribution via ... 详细信息
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