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检索条件"主题词=Variational autoencoder"
1532 条 记 录,以下是1291-1300 订阅
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Generative Modeling Based Manifold Learning for Adaptive Filtering Guidance  48
Generative Modeling Based Manifold Learning for Adaptive Fil...
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48th IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2023
作者: Helwani, Karim Smaragdis, Paris Goodwin, Michael M. Amazon Web Services United States University of Illinois Urbana-Champaign United States
In most practical adaptive filtering problems, estimated filters are not arbitrary, but instead lie on a manifold that encapsulates characteristics of the problem at hand. Consequently, it is desirable to steer adapta... 详细信息
来源: 评论
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
来源: 评论
Using autoencoders to Generate Skeleton-Based Typography  12th
Using Autoencoders to Generate Skeleton-Based Typography
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12th International Conference on Artificial Intelligence in Music, Sound, Art and Design (EvoMUSART) Held as Part of EvoStar Conference
作者: Parente, Jessica Goncalo, Luis Martins, Tiago Cunha, Joao Miguel Bicker, Joao Machado, Penousal Univ Coimbra Dept Informat Engn CISUC Coimbra Portugal
Type Design is a domain that multiple times has profited from the emergence of new tools and technologies. The transformation of type from physical to digital, the dissemination of font design software and the adoptio... 详细信息
来源: 评论
Generating Musical Sequences with a Given Emotion
Generating Musical Sequences with a Given Emotion
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IEEE International Conference on Systems, Man, and Cybernetics (SMC)
作者: Grekow, Jacek Bialystok Tech Univ Fac Comp Sci Wiejska 45A PL-15351 Bialystok Poland
This article presents the process of building a system generating music content of a specified emotion. As the emotion labels, four basic emotions: happy, angry, sad, relaxed, which correspond to the four quarters of ... 详细信息
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On Learning-based Model for Dynamic Granular Prediction of Power Outages under Extreme Events
On Learning-based Model for Dynamic Granular Prediction of P...
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IEEE PES Conference on Innovative Smart Grid Technologies Latin America (ISGT-LA)
作者: Zhao, Tianqiao Satoshi, Endo Yue, Meng Jensen, Michael Marschilok, Amy Nugent, Brian Cerruti, Brian Spanos, Constantine Brookhaven Natl Lab Upton NY 11973 USA Orange & Rockland Util Pearl River NY USA Consolidated Edison New York NY USA
As the trend of climate change continues, an increase in the severity of extreme weather events is expected, posing a significant threat to the electric power infrastructure. The efficiency of service restoration effo... 详细信息
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DVAE-SR: Denoiser variational Auto-Encoder and Super-Resolution to Counter Adversarial Attacks  13
DVAE-SR: Denoiser Variational Auto-Encoder and Super-Resolut...
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13th International Conference on Machine Vision
作者: Dardour, Omar Zaied, Mourad Radeva, Petia Univ Gabes Zrig Eddakhlania Tunisia Univ Barcelona Barcelona Spain Comp Vis Ctr Barcelona Spain
Recently, adversarial examples become one of the most dangerous risks in deep learning, which affects applications of real world such as robotics, cyber-security and computer vision. In image classification, adversari... 详细信息
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Learning Traffic as Videos: A Spatio-Temporal VAE Approach for Traffic Data Imputation  30th
Learning Traffic as Videos: A Spatio-Temporal VAE Approach f...
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30th International Conference on Artificial Neural Networks (ICANN)
作者: Chen, Jiayuan Zhang, Shuo Chen, Xiaofei Jiang, Qiao Huang, Hejiao Gu, Chonglin Harbin Inst Technol Shenzhen Dept Comp Sci & Technol Shenzhen Peoples R China
In the real world, data missing is inevitable in traffic data collection due to detector failures or signal interference. However, missing traffic data imputation is non-trivial since traffic data usually contains bot... 详细信息
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Design of anomaly detection research model for multi-dimensional temporal data  4
Design of anomaly detection research model for multi-dimensi...
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4th International Conference on Machine Learning and Intelligent Systems Engineering (MLISE)
作者: Wang, Shuai Jiang, Yan Shenyang Univ Technol Sch Software Shenyang Liaoning Peoples R China
In the production and daily life of various industries in today's society, it is often necessary to arrange a large number of sensors to collect data on a scheduled basis. However, due to factors such as collectio... 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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3D FACIAL EXPRESSION GENERATOR BASED ON TRANSFORMER VAE  30
3D FACIAL EXPRESSION GENERATOR BASED ON TRANSFORMER VAE
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30th IEEE International Conference on Image Processing (ICIP)
作者: Zou, Kaifeng Yu, Boyang Seo, Hyewon Univ Strasbourg CNRS ICube Lab Strasbourg France
We present a generative model for the 3D facial expression mesh sequences, from onset to the termination of a desired expression. We tailor a Transformer VAE architecture: The encoder compresses a sequence of facial l... 详细信息
来源: 评论