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检索条件"主题词=Variational autoencoder"
1554 条 记 录,以下是1111-1120 订阅
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Improve Regression Network on Depth Hand Pose Estimation With Auxiliary Variable
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IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 2021年 第3期31卷 890-904页
作者: Xu, Lu Hu, Chen Tao, Jian Xue, Jianru Mei, Kuizhi Xi An Jiao Tong Univ Inst Artificial Intelligence & Robot Xian 710049 Peoples R China Rocket Force Univ Engn Dept Automat Xian 710025 Peoples R China
The regression based deep neural networks have achieved state-of-the-arts performance on depth 3D hand pose estimation task. This paper focuses on improving the regression mapping between features and pose joints. Ins... 详细信息
来源: 评论
Generating Synthetic Time Series for Machine-Learning-Empowered Monitoring of Electric Motor Test Benches  9
Generating Synthetic Time Series for Machine-Learning-Empowe...
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9th IEEE International Conference on Data Science and Advanced Analytics (DSAA)
作者: Westmeier, Tobias Botache, Diego Bieshaar, Maarten Sick, Bernhard Univ Kassel Dept Elect Engn & Comp Sci Kassel Germany Bosch Ctr Artificial Intelligence Renningen Germany
The development of new electric traction machines is a time-consuming process as it involves intensive testing on motor test benches. Machine-Learning-empowered monitoring offers the opportunity to anticipate costly f... 详细信息
来源: 评论
A machine learning-based interaction force model for non-spherical and irregular particles in low Reynolds number incompressible flows
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POWDER TECHNOLOGY 2021年 392卷 632-638页
作者: Hwang, Soohwan Pan, Jianhua Fan, Liang-Shih Ohio State Univ William G Lowrie Dept Chem & Biomol Engn Columbus OH 43210 USA
In this study, interaction force of non-spherical particles in low Reynolds number gas-solid flow is investigated by neural network approaches. An artificial neural network (ANN) model is developed to correlate the no... 详细信息
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Fabric Defect Detection Using Deep Convolution Neural Network
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AATCC JOURNAL OF RESEARCH 2021年 第1_suppl期8卷 143-150页
作者: Fan, Junjun Wong, Wai Keung Wen, Jiajun Gao, Can Mo, Dongmei Lai, Zhihui Shenzhen Univ Shenzhen Peoples R China Hong Kong Polytech Univ Hong Kong Peoples R China Hong Kong Polytech Univ Shenzhen Res Inst Shenzhen Peoples R China Shenzhen Inst Artificial Intelligence & Robot Soc Shenzhen Peoples R China
Fabric defect detection plays an increasingly important role in the industrial automation application for fabric production, but how to detect defects rapidly and accurately is still challenging. In this study, we pro... 详细信息
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GenRadar: Self-Supervised Probabilistic Camera Synthesis Based on Radar Frequencies
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IEEE ACCESS 2021年 9卷 148994-149042页
作者: Ditzel, Carsten Dietmayer, Klaus Inst Measurement Control & Microtechnol D-89081 Ulm Germany
Autonomous systems require a continuous and dependable environment perception for navigation and decision-making, which is best achieved by combining different sensor types. Radar continues to function robustly in com... 详细信息
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From Drug Molecules to Thermoset Shape Memory Polymers: A Machine Learning Approach
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ACS APPLIED MATERIALS & INTERFACES 2021年 第50期13卷 60508-60521页
作者: Yan, Cheng Feng, Xiaming Li, Guoqiang Louisiana State Univ Dept Mech & Ind Engn Baton Rouge LA 70803 USA
Ultraviolet (UV)-curable thermoset shape memory polymers (TSMPs) with high recovery stress but mild glass transition temperature (T-g) are highly desired for 3D/4D printing lightweight load-bearing structures and devi... 详细信息
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Prediction of the microstructure of cold-compacted Astaloy 85Mo with deep generative models
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COMPUTATIONAL MATERIALS SCIENCE 2024年 242卷
作者: Schenk, Oliver Becker, Marco Deng, Yuanbin Niemietz, Philipp Bergs, Thomas Broeckmann, Christoph Chair & Inst Mat Applicat Mech Engn Augustinerbach 4 D-52062 Aachen Germany Rhein Westfal TH Aachen Mfg Technol Inst MTI Campus Blvd 30 D-52074 Aachen Germany Fraunhofer Inst Prod Technol IPT Steinbachstr 17 D-52074 Aachen Germany
In powder metallurgy, iron -based powders are compacted to so-called green bodies, which undergo a subsequent sintering process. The microstructure of the green bodies affects the sintering process and the resulting p... 详细信息
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Monolith to Microservices: VAE-Based GNN Approach with Duplication Consideration  16
Monolith to Microservices: VAE-Based GNN Approach with Dupli...
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16th IEEE International Conference on Service-Oriented System Engineering (SOSE)
作者: Sooksatra, Korn Maharjan, Rokin Cerny, Tomas Baylor Univ Dept Comp Sci Waco TX 76798 USA
With the rise of cloud computing, many applications have been implemented into microservices to fully utilize cloud computing for scalability and maintainability purposes. However, there are some traditional monolith ... 详细信息
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DISENTANGLED SEQUENTIAL autoencoder WITH LOCAL CONSISTENCY FOR INFECTIOUS KERATITIS DIAGNOSIS  29
DISENTANGLED SEQUENTIAL AUTOENCODER WITH LOCAL CONSISTENCY F...
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IEEE International Conference on Image Processing (ICIP)
作者: Si, Yuxuan Fang, Zhengqing Kuang, Kun Huang, Zhengxing Yao, Yu-Feng Wu, Fei Zhejiang Univ Coll Comp Sci & Technol Hangzhou 310027 Peoples R China Zhejiang Univ Sir Run Run Shaw Hosp Sch Med Hangzhou 310027 Peoples R China Key Lab Corneal Dis Res Zhejiang Prov Hangzhou 310027 Peoples R China Zhejiang Univ Shanghai Inst Adv Study Shanghai 201203 Peoples R China Shanghai AI Lab Shanghai 201203 Peoples R China
Infectious keratitis is a major cause of visual impairment and a common blinding eye disease. Deep learning based prior researches mainly regard infectious keratitis diagnosis as a classification task on the slit-lamp... 详细信息
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Recurrent generative adversarial networks for unsupervised WCE video summarization
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KNOWLEDGE-BASED SYSTEMS 2021年 222卷 106971-106971页
作者: Lan, Libin Ye, Chunxiao Chongqing Univ Coll Comp Sci Chongqing 400044 Peoples R China Chongqing Univ Key Lab Dependable Serv Comp Cyber Phys Soc Minist Educ Chongqing 400044 Peoples R China
Wireless capsule endoscopy (WCE) produces amounts of redundant images in one examination, which is very laborious and time-consuming for a physician to review these. It has been extremely needed for a technique that a... 详细信息
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