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检索条件"主题词=Variational autoencoder"
1537 条 记 录,以下是1291-1300 订阅
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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
Enhanced variational U-Net for Weather Forecasting
Enhanced Variational U-Net for Weather Forecasting
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9th IEEE International Conference on Big Data (IEEE BigData)
作者: Kwok, Pak Hay Qi, Qi
This work describes our third-place solution in both the core and transfer learning challenges of Weather4cast - IEEE BigData Cup. The solution builds on our success in Weather4cast - Stage 1 [1], and uses the same Va... 详细信息
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UNSUPERVISED REPRESENTATION LEARNING OF SPEECH FOR DIALECT IDENTIFICATION
UNSUPERVISED REPRESENTATION LEARNING OF SPEECH FOR DIALECT I...
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IEEE Workshop on Spoken Language Technology (SLT)
作者: Shon, Suwon Hsu, Wei-Ning Glass, James MIT Comp Sci & Artificial Intelligence Lab 77 Massachusetts Ave Cambridge MA 02139 USA
In this paper, we explore the use of a factorized hierarchical variational autoencoder (FHVAE) model to learn an unsupervised latent representation for dialect identification (DID). An FHVAE can learn a latent space t... 详细信息
来源: 评论
variational Intensity Cross Channel Encoder for Unsupervised Vessel Segmentation on OCT Angiography
Variational Intensity Cross Channel Encoder for Unsupervised...
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Medical Imaging Conference - Image Processing
作者: Liu, Yihao Zuo, Lianrui Carass, Aaron He, Yufan Filippatou, Angeliki Solomon, Sharon D. Saidha, Shiv Calabresi, Peter A. Prince, Jerry L. Johns Hopkins Univ Dept Elect & Comp Engn Baltimore MD 21218 USA Johns Hopkins Univ Dept Comp Sci Baltimore MD 21218 USA Johns Hopkins Univ Sch Med Dept Neurol Baltimore MD 21205 USA Johns Hopkins Univ Sch Med Wilmer Eye Inst Baltimore MD 21205 USA
Deep learning approaches have been used extensively for medical image segmentation tasks. Training deep networks for segmentation, however, typically requires manually delineated examples which provide a ground truth ... 详细信息
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Modeling Global Latent Semantic in Multi-Turn Conversations with Random Context Reconstruction  48
Modeling Global Latent Semantic in Multi-Turn Conversations ...
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48th IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2023
作者: Zhang, Chengwen Wu, Danqin Beijing Key Laboratory of Intelligent Telecommunications Software and Multimedia Beijing University of Posts & Telecommunications Beijing100876 China
In multi-turn dialogue generation, it's still a challenge to generate coherent responses given dialogue history, which requires neural models to learn complex semantic structures between responses and contexts. It... 详细信息
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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
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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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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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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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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
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