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检索条件"主题词=Variational autoencoder"
1534 条 记 录,以下是341-350 订阅
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Multi-scale spatial-spectral attention network for multispectral image compression based on variational autoencoder
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SIGNAL PROCESSING 2022年 198卷
作者: Kong, Fanqiang Cao, Tongbo Li, Yunsong Li, Dan Hu, Kedi Nanjing Univ Aeronaut & Astronaut Coll Astronaut Nanjing 210016 Peoples R China Xidian Univ State Key Lab Integrated Serv Networks Xian 710071 Peoples R China
Based upon the fact that multispectral image compression needs to remove both spatial and spectral redundancy, recent learnt models via end-to-end manners have shown promising performance. However, most of them ignore... 详细信息
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An Improved Semi-supervised variational autoencoder with Gate Mechanism for Text Classification
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INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE 2022年 第10期36卷 2253006-2253006页
作者: Ye, Haiming Zhang, Weiwen Nie, Mengna Guangdong Univ Technol Sch Comp Sci & Technol Guangzhou 510006 Peoples R China
In recent years, semi-supervised learning has been investigated to take full advantages of increasing unlabeled data. Although pretrained deep learning models are successfully adopted on a massive amount of unlabeled ... 详细信息
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E-VAN : Enhanced variational autoencoder Network for Mitigating Gender Bias in Static Word Embeddings  22
E-VAN : Enhanced Variational AutoEncoder Network for Mitigat...
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Proceedings of the 2022 6th International Conference on Natural Language Processing and Information Retrieval
作者: Swati Tyagi Jiaheng Xie Rick Andrews University Of Delaware Lerner College of Business and Economics USA
Recent research has shown that pre-trained context-independent word embeddings display biases such as racial bias, gender bias, etc. Using a novel, tunable algorithm, this study attempts to mitigate the hidden gender ... 详细信息
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Improvement of thermal comfort for underground space: Data enhancement using variational autoencoder
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BUILDING AND ENVIRONMENT 2022年 第PartA期207卷 108457-108457页
作者: Qiao, Renlu Li, Xiangyu Gao, Shuo Ma, Xiwen Tongji Univ 1239 Siping Rd Shanghai Peoples R China Beijing Univ Technol Fac Architecture Civil & Transportat Engn Beijing Peoples R China Univ Oxford 11a Mansfield Rd Oxford OX1 3SZ England Jackson & Ryan Architects 2370 Rice BlvdSte 210 Houston TX 77005 USA
The proportion of buildings occupying underground space has increased with three-dimensional urban development. Thermal comfort is crucial to the design of underground spaces and plays an important role in the optimiz... 详细信息
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An Application of Geometric Aspects of variational autoencoder Model to Forgery Detection of Scanned Documents  13
An Application of Geometric Aspects of Variational Autoencod...
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13th International Conference on Machine Vision
作者: Janiszewski, Igor Slugin, Dmitry Andreeva, Elena Russian Acad Sci Fed Res Ctr Comp Sci & Control Moscow Russia Smart Engines Serv LLC Moscow Russia
The paper proposes an approach for matching of digitized copies of business documents. This task arises when comparing two versions of the same document - genuine and forgery - to find possible modifications, for exam... 详细信息
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Application of domain-adaptive convolutional variational autoencoder for stress-state prediction
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KNOWLEDGE-BASED SYSTEMS 2022年 248卷 1页
作者: Lee, Sang Min Park, Sang-Youn Choi, Byoung-Ho Korea Univ Coll Engn Sch Mech Engn Seoul South Korea
Applying data-driven methods such as deep learning in material mechanics is challenging because producing a sufficiently large, labeled dataset is costly resource-wise. This paper outlines a new approach to overcoming... 详细信息
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Semi-supervised automatic seizure detection using personalized anomaly detecting variational autoencoder with behind-the-ear EEG
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COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2022年 213卷 106542-106542页
作者: You, Sungmin Cho, Baek Hwan Shon, Young-Min Seo, Dae-Won Kim, In Young Hanyang Univ Dept Biomed Engn Seoul South Korea Sungkyunkwan Univ Med AI Res Ctr Samsung Med Ctr Sch Med Seoul South Korea Sungkyunkwan Univ Samsung Adv Inst Hlth Sci & Technol Dept Med Device Management & Res Seoul South Korea Sungkyunkwan Univ Samsung Med Ctr Dept Neurol Sch Med Seoul South Korea
Background and Objective: Epilepsy is one of the most common neurologic diseases worldwide, and 30% of the patients live with uncontrolled seizures. For the safety of patients with epilepsy, an automatic seizure detec... 详细信息
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Smart anomaly detection for Slocum underwater gliders with a variational autoencoder with long short-term memory networks
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APPLIED OCEAN RESEARCH 2022年 120卷 103030-103030页
作者: Bedja-Johnson, Zachary Wu, Peng Grande, Davide Anderlini, Enrico UCL Dept Mech Engn Gower St London WC1E 6BT England
Autonomous underwater vehicles (AUVs) are used extensively for monitoring the world's oceans, taking measurements of oceanographic characteristics along the water column. Presently, there is no holistic anomaly de... 详细信息
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Comparison of Improved variational autoencoder Models for Human Face Generation
Comparison of Improved Variational Autoencoder Models for Hu...
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作者: Lijie He School of mathematics and statistics Shandong University
The variational autoencoder(VAE) model has evolved a number of VAE improved models in the past 10 years,including CVAE,WAE,NVAE,*** models have greatly improved the calculation speed of VAE and the resolution of gener... 详细信息
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Anomaly-Based Intrusion Detection From Network Flow Features Using variational autoencoder
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IEEE ACCESS 2020年 8卷 108346-108358页
作者: Zavrak, Sultan Iskefiyeli, Murat Sakarya Univ Dept Comp & Informat Engn TR-54187 Sakarya Turkey Duzce Univ Dept Comp Engn TR-81620 Duzce Turkey Sakarya Univ Dept Comp Engn TR-54187 Sakarya Turkey
The rapid increase in network traffic has recently led to the importance of flow-based intrusion detection systems processing a small amount of traffic data. Furthermore, anomaly-based methods, which can identify unkn... 详细信息
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