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检索条件"主题词=variational autoencoder"
1537 条 记 录,以下是681-690 订阅
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Multi-Domain Level Generation and Blending with Sketches via Example-Driven BSP and variational autoencoders  20
Multi-Domain Level Generation and Blending with Sketches via...
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15th International Conference on the Foundations of Digital Games
作者: Snodgrass, Sam Sarkar, Anurag Modlai Copenhagen Denmark Northeastern Univ Boston MA USA
Procedural content generation via machine learning (PCGML) has demonstrated its usefulness as a content and game creation approach, and has been shown to be able to support human creativity. An important facet of crea... 详细信息
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Generation of Communication Interference Waveforms Based on variational autoencoders  23
Generation of Communication Interference Waveforms Based on ...
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23rd IEEE International Conference on Communication Technology, ICCT 2023
作者: Chen, Shunshun Zhou, Zhichao Zhang, Zhipeng Wu, Xiangyu Hou, Changbo College of Information and Communication Engineering Harbin Engineering University Harbin China
The generation of interference waveforms is one of the core technologies in communication countermeasures. Existing communication interference methods usually rely on signal information obtained from communication rec... 详细信息
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High-dimensional numerical optimization of fiber reinforced polymers with variational autoencoders and Bayesian optimization
High-dimensional numerical optimization of fiber reinforced ...
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作者: Storm, Joep Delft University of Technology
学位级别:硕士
Designing engineering structures relies on accurate numerical simulations to predict the behaviour of a structure before its realization. In the design process, many variables influence the final structure. There is a... 详细信息
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Augmenting time series data: An interpretable approach with metric learning and variational autoencoders
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INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS 2024年 161卷
作者: Zhang, Chunfeng Qin, Hao Zhang, Yongjun Jiang, Chongying Zhang, Di Deng, Wenyang South China Univ Technol Sch Elect Power Guangzhou 510665 Peoples R China
In the field of time series classification, deep learning techniques have shown remarkable performance;however, their effectiveness is often compromised when confronted with challenges of insufficient data and class i... 详细信息
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An efficient dimensionality reduction method using filter-based feature selection and variational autoencoders on Parkinson's disease classification
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BIOMEDICAL SIGNAL PROCESSING AND CONTROL 2021年 第0期66卷 102452-102452页
作者: Gunduz, Hakan Bandirma Onyedi Eylul Univ Engn & Nat Sci Fac Software Engn Dept TR-10200 Bandirma Balikesir Turkey
Parkinson's disease (Pd) is a progressive disease caused by the loss of brain cells and brings about speech and pronunciation defects during the early stages. This study revealed a Pd classification system based o... 详细信息
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Discovering influential factors in variational autoencoders
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PATTERN RECOGNITION 2020年 100卷 107166-107166页
作者: Liu, Shiqi Liu, Jingxin Zhao, Qian Cao, Xiangyong Li, Huibin Meng, Deyu Meng, Hongying Liu, Sheng Xi An Jiao Tong Univ Xian Shaanxi Peoples R China Brunel Univ London London England SUNY Buffalo Buffalo NY 14214 USA
In the field of machine learning, it is still a critical issue to identify and supervise the learned representation without manually intervening or intuition assistance to extract useful knowledge or serve for the dow... 详细信息
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PriorVAE: encoding spatial priors with variational autoencoders for small-area estimation
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JOURNAL OF THE ROYAL SOCIETY INTERFACE 2022年 第191期19卷 20220094-20220094页
作者: Semenova, Elizaveta Xu, Yidan Howes, Adam Rashid, Theo Bhatt, Samir Mishra, Swapnil Flaxman, Seth Univ Oxford Oxford Oxon England Univ Michigan Ann Arbor MI USA Imperial Coll London London England Univ Copenhagen Copenhagen Denmark
Gaussian processes (GPs), implemented through multivariate Gaussian distributions for a finite collection of data, are the most popular approach in small-area spatial statistical modelling. In this context, they are u... 详细信息
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Learning and Predicting Photonic Responses of Plasmonic Nanoparticle Assemblies via Dual variational autoencoders
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SMALL 2023年 第25期19卷 2205893-2205893页
作者: Yaman, Muammer Y. Kalinin, Sergei V. Guye, Kathryn N. Ginger, David S. Ziatdinov, Maxim Univ Washington Dept Chem Seattle WA 98195 USA Univ Tennessee Dept Mat Sci & Engn Knoxville TN 37996 USA Pacific Northwest Natl Lab Phys Sci Div Phys & Computat Sci Directorate Richland WA 99354 USA Oak Ridge Natl Lab Ctr Nanophase Mat Sci Oak Ridge TN 37831 USA Oak Ridge Natl Lab Computat Sci & Engn Div Oak Ridge TN 37831 USA
The application of machine learning is demonstrated for rapid and accurate extraction of plasmonic particles cluster geometries from hyperspectral image data via a dual variational autoencoder (dual-VAE). In this appr... 详细信息
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Generating various airfoils with required lift coefficients by combining NACA and Joukowski airfoils using conditional variational autoencoders
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ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2022年 第0期108卷 104560-104560页
作者: Yonekura, Kazuo Wada, Kazunari Suzuki, Katsuyuki Univ Tokyo Bunkyo Ku 7-3-1 Hongo Tokyo 1138656 Japan
The aim of inverse design problem in mechanical design is to obtain shapes that satisfy the required design specifications. It is also desired to obtain varieties of shapes, but finding multiple shapes in a short comp... 详细信息
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Predicting new drug indications based on double variational autoencoders
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COMPUTERS IN BIOLOGY AND MEDICINE 2023年 第1期164卷 107261-107261页
作者: Huang, Zhaoyang Chen, Shengjian Yu, Liang Xidian Univ Sch Comp Sci & Technol Xian 710071 Shaanxi Peoples R China
Experimental drug development is costly, complex, and time-consuming, and the number of drugs that have been put into application treatment is small. The identification of drug-disease correlations can provide importa... 详细信息
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