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检索条件"主题词=Autoencoder"
4244 条 记 录,以下是471-480 订阅
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Towards latent space based manipulation of elastic rods using autoencoder models and robust centerline extractions
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ADVANCED ROBOTICS 2022年 第3期36卷 101-115页
作者: Qi, Jiaming Ma, Guangfu Zhou, Peng Zhang, Haibo Lyu, Yueyong Navarro-Alarcon, David Harbin Inst Technol Sch Astronaut Harbin Peoples R China Hong Kong Polytech Univ Dept Mech Engn Hung Hom Hong Kong Peoples R China Beijing Inst Control Engn Natl Def Key Lab Space Intelligent Control Techno Beijing Peoples R China
The automatic shape control of deformable objects is a challenging (and currently hot) manipulation problem due to their high-dimensional geometric features and complex physical properties. In this study, a new method... 详细信息
来源: 评论
autoencoder-based Photoplethysmography (PPG) signal reliability enhancement in construction health monitoring
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AUTOMATION IN CONSTRUCTION 2024年 165卷
作者: Gautam, Yogesh Jebelli, Houtan Univ Illinois Urbana Campaign Dept Civil & Environm Engn Champaign IL 61820 USA
Prior research has validated Photoplethysmography (PPG) as a promising biomarker for assessing stress factors in construction workers, including physical fatigue, mental stress, and heat stress. However, the reliabili... 详细信息
来源: 评论
Research on Weather Process Similarity Based on 3D CNN autoencoder  3
Research on Weather Process Similarity Based on 3D CNN Autoe...
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3rd IEEE International Conference on Electrical Engineering, Big Data and Algorithms, EEBDA 2024
作者: Cheng, Xingguo Zhou, Yajing Li, Zeping School of Software Engineering South China University of Technology Guangzhou China
This article proposes a weather process similarity and retrieval algorithm based on a 3D CNN autoencoder. It uses 3D CNN to extract features of weather elements in multi-dimensional space. The encoder outputs a one-di... 详细信息
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Bleaching Detection in Coral Reef using Deep Convolutional autoencoder based Model  4
Bleaching Detection in Coral Reef using Deep Convolutional A...
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4th International Conference on Artificial Intelligence and Signal Processing
作者: Gautam, Neeraj Kumar Mishra, Mayank Pati, Umesh C. NIT Rourkela Dept ECE Rourkela India
The coral reefs have been considered as an essential component of the marine ecosystem as they help ecologically as well as toward the development of medicine related to the severe diseases such as HIV infections, hea... 详细信息
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CHA2: CHemistry Aware Convex Hull autoencoder Towards Inverse Molecular Design  46th
CHA2: CHemistry Aware Convex Hull Autoencoder Towards Invers...
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46th German Conference on Artificial Intelligence (KI)
作者: Ghaemi, Mohammad Sajjad Hu, Hang Hu, Anguang Ooi, Hsu Kiang Natl Res Council Canada Toronto ON Canada DRDC Suffield Res Ctr Edmonton AB Canada
Optimizing molecular design and discovering novel chemical structures to meet specific objectives, such as quantitative estimates of the drug-likeness score (QEDs), is NP-hard due to the vast combinatorial design spac... 详细信息
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A Genetic Programming Encoder for Increasing autoencoder Interpretability  6th
A Genetic Programming Encoder for Increasing Autoencoder Int...
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26th European Conference on Genetic Programming (EuroGP) Held as Part of EvoStar
作者: Schofield, Finn Slyfield, Luis Lensen, Andrew Victoria Univ Wellington Sch Engn & Comp Sci POB 600 Wellington 6140 New Zealand
autoencoders are powerful models for non-linear dimensionality reduction. However, their neural network structure makes it difficult to interpret how the high dimensional features relate to the lowdimensional embeddin... 详细信息
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autoencoder-Based Tongue Shape Estimation During Continuous Speech  23
Autoencoder-Based Tongue Shape Estimation During Continuous ...
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Interspeech Conference
作者: Ribeiro, Vinicius Laprie, Yves Univ Lorraine CNRS Inria LORIA F-54000 Nancy France
Vocal tract shape estimation is a necessary step for articulatory speech synthesis. However, the literature on the topic is scarce, and most current methods lack adequacy to many physical constraints related to speech... 详细信息
来源: 评论
autoencoder Model Exploration for Multi-Layer Video Compression  10
Autoencoder Model Exploration for Multi-Layer Video Compress...
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10th European Workshop on Visual Information Processing (EUVIP)
作者: Cancellier, Luiz Henrique Grellert, Mateus Guntzel, Jose Luis da Silva Cruz, Luis A. Fed Univ Santa Catarina UFSC INE PPGCC Florianopolis SC Brazil Univ Coimbra Dept Elect & Comp Engn Coimbra Portugal Inst Telecomunicacoes Coimbra Portugal
The use of autoencoder models for image and video compression have been explored by a number of works published in recent years. While those works perform the original data compression in a single layer, in this work ... 详细信息
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autoencoder Ensemble Method for Botnets Detection on IOT Devices  21
Autoencoder Ensemble Method for Botnets Detection on IOT Dev...
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21st IEEE International Conference on Machine Learning and Applications (IEEE ICMLA)
作者: Arroyo, Steven E. Ho, Shen Shyang Rowan Univ Glassboro NJ 08028 USA
Like anything else on the internet, IoT devices are very susceptible to cyber-attacks that could take out the device or install spyware. In this paper, we propose an anomaly detection solution driven by an autoencoder... 详细信息
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Innovations autoencoder and its Application in One-class Anomalous Sequence Detection
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JOURNAL OF MACHINE LEARNING RESEARCH 2022年 第1期23卷 1-27页
作者: Wang, Xinyi Tong, Lang Cornell Univ Dept Elect & Comp Engn Ithaca NY 14850 USA
An innovations sequence of a time series is a sequence of independent and identically distributed random variables with which the original time series has a causal representation. The innovation at a time is statistic... 详细信息
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