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检索条件"主题词=variational autoencoder"
1569 条 记 录,以下是951-960 订阅
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Hierarchical and Self-Attended Sequence autoencoder
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IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 2022年 第9期44卷 4975-4986页
作者: Chien, Jen-Tzung Wang, Chun-Wei Natl Chiao Tung Univ Dept Elect & Comp Engn Hsinchu 30010 Taiwan
It is important and challenging to infer stochastic latent semantics for natural language applications. The difficulty in stochastic sequential learning is caused by the posterior collapse in variational inference. Th... 详细信息
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Anomaly detection for data accountability of Mars telemetry data
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EXPERT SYSTEMS WITH APPLICATIONS 2022年 189卷 116060-116060页
作者: Lakhmiri, Dounia Alimo, Ryan Le Digabel, Sebastien GERAD Montreal PQ Canada Polytech Montreal Montreal PQ Canada Jet Prop Lab Pasadena CA USA CALTECH Pasadena CA 91125 USA
The Mars Curiosity rover is frequently sending engineering and science data that goes through a pipeline of systems before reaching its final destination at the mission operations center making it prone to volume loss... 详细信息
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Enhancing variational Generation Through Self-Decomposition
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IEEE ACCESS 2022年 10卷 67510-67520页
作者: Asperti, Andrea Bugo, Laura Filippini, Daniele Univ Bologna Dept Informat Sci & Engn DISI I-40126 Bologna Italy
In this article we introduce the notion of Split variational autoencoder (SVAE), whose output (x) over cap is obtained as a weighted sum sigma circle dot (x) over cap (1) + (1 - sigma) circle dot (x) over cap (2) of t... 详细信息
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Spatio-Temporal Hourly and Daily Ozone Forecasting in China Using a Hybrid Machine Learning Model: autoencoder and Generative Adversarial Networks
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JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS 2022年 第3期14卷
作者: Cheng, Meiling Fang, Fangxin Navon, Ionel M. Zheng, Jie Tang, Xiao Zhu, Jiang Pain, Christopher Imperial Coll London Dept Earth Sci & Engn Appl Modelling & Computat Grp London England Florida State Univ Dept Sci Comp Tallahassee FL 32306 USA Chinese Acad Sci Ctr Excellence Reg Atmospher Environm Inst Urban Environm Xiamen Peoples R China Chinese Acad Sci Int Ctr Climate & Environm Sci Inst Atmospher Phys Beijing Peoples R China
Efficient and accurate real-time forecasting of national spatial ozone distribution is critical to the provision of effective early warning. Traditional numerical air quality models require a high computational cost a... 详细信息
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Reinforcement Learning With Vision-Proprioception Model for Robot Planar Pushing
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FRONTIERS IN NEUROROBOTICS 2022年 第0期16卷 829437页
作者: Cong, Lin Liang, Hongzhuo Ruppel, Philipp Shi, Yunlei Goerner, Michael Hendrich, Norman Zhang, Jianwei Univ Hamburg Dept Informat TAMS Grp Hamburg Germany
We propose a vision-proprioception model for planar object pushing, efficiently integrating all necessary information from the environment. A variational autoencoder (VAE) is used to extract compact representations fr... 详细信息
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Generative Feature Extraction From Sentinel 1 and 2 Data for Prediction of Forest Aboveground Biomass in the Italian Alps
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IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING 2022年 15卷 4755-4771页
作者: Naik, Parth Dalponte, Michele Bruzzone, Lorenzo Univ Trento Dept Informat Engn & Comp Sci I-38123 Trento Italy Fdn Edmund Mach Res & Innovat Ctr I-38098 San Michele All Adige Italy
Aboveground biomass (AGB) is an important forest attribute directly linked to the forest carbon pool. The use of satellite remote sensing (RS) data has increased for AGB prediction due to their large footprint and low... 详细信息
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Investigating Deep Learning Based Breast Cancer Subtyping Using Pan-Cancer and Multi-Omic Data
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IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2022年 第1期19卷 121-134页
作者: Cristovao, Francisco Cascianelli, Silvia Canakoglu, Arif Carman, Mark Nanni, Luca Pinoli, Pietro Masseroli, Marco Politecn Milan Dipartimento Elettron Informaz & Bioingn I-20133 Milan Italy
Breast Cancer comprises multiple subtypes implicated in prognosis. Existing stratification methods rely on the expression quantification of small gene sets. Next Generation Sequencing promises large amounts of omic da... 详细信息
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Using Static Analysis to Aid Monolith to Microservice System Transformation: Tuning Fuzzy c-Means in a VAE-Based GNN Approach  39
Using Static Analysis to Aid Monolith to Microservice System...
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39th International Conference on Automated Software Engineering-ASE
作者: Sooksatra, Korn Chy, Md Showkat Hossain Arju, Md Ashfakur Rahman Cerny, Tomas Rivas, Pablo Baylor Univ CS Waco TX 76798 USA Univ Arizona SIE Tucson AZ USA Montana State Univ CS Bozeman MT USA
Transitioning from monolithic systems to cloud-native based on microservice architecture is essential for organizations facing dynamic technological shifts and growing scalability demands. This paper explores a machin... 详细信息
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Latent User Intent Modeling for Sequential Recommenders
Latent User Intent Modeling for Sequential Recommenders
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32nd World Wide Web Conference (WWW)
作者: Chang, Bo Karatzoglou, Alexandros Wang, Yuyan Xu, Can Chi, Ed H. Chen, Minmin Google Inc Mountain View CA 94043 USA
Sequential recommender models are essential components of modern industrial recommender systems. These models learn to predict the next items a user is likely to interact with based on his/her interaction history on t... 详细信息
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Assisting Clinical Decisions for Scarcely Available Treatment via Disentangled Latent Representation  23
Assisting Clinical Decisions for Scarcely Available Treatmen...
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29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
作者: Xue, Bing Said, Ahmed Sameh Xu, Ziqi Liu, Hanyang Shah, Neel Yang, Hanqing Payne, Philip Lu, Chenyang Washington Univ McKelvey Sch Engn St Louis MO 63110 USA Washington Univ Sch Med St Louis MO USA
Extracorporeal membrane oxygenation (ECMO) is an essential life-supporting modality for COVID-19 patients who are refractory to conventional therapies. However, the proper treatment decision has been the subject of si... 详细信息
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