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检索条件"主题词=variational autoencoder"
1537 条 记 录,以下是1301-1310 订阅
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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
来源: 评论
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
来源: 评论
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
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
来源: 评论
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
来源: 评论
Single Cell Multi-Modal Analysis Using scDMVAE with an Emphasis on SCoPE2 Technology
Single Cell Multi-Modal Analysis Using scDMVAE with an Empha...
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作者: Zheng, Yi University of California Santa Barbara
学位级别:Ph.D., Doctor of Philosophy
Effective multi-modal integration of single cell datasets is critical for uncovering the biological properties of cells from different molecular perspectives. However, this poses significant challenges, including how ... 详细信息
来源: 评论
Active Patterns Perceived for Stochastic Video Prediction  22
Active Patterns Perceived for Stochastic Video Prediction
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30th ACM International Conference on Multimedia (MM)
作者: Xu, Yechao Sun, Zhengxing Li, Qian Sun, Yunhan Luo, Shoutong Nanjing Univ State Key Lab Novel Software Technol Nanjing Jiangsu Peoples R China Natl Univ Def Technol Coll Meteorol & Oceanog Changsha Hunan Peoples R China
Predicting future scenes based on historical frames is challenging, especially when it comes to the complex uncertainty in nature. We observe that there is a divergence between spatial-temporal variations of active pa... 详细信息
来源: 评论
A Preliminary Study of a Two-Stage Paradigm for Preserving Speaker Identity in Dysarthric Voice Conversion  22
A Preliminary Study of a Two-Stage Paradigm for Preserving S...
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Interspeech Conference
作者: Huang, Wen-Chin Kobayashi, Kazuhiro Peng, Yu-Huai Liu, Ching-Feng Tsao, Yu Wang, Hsin-Min Toda, Tomoki Nagoya Univ Nagoya Aichi Japan Acad Sinica Taipei Taiwan Chi Mei Hosp Tainan Taiwan
We propose a new paradigm for maintaining speaker identity in dysarthric voice conversion (DVC). The poor quality of dysarthric speech can be greatly improved by statistical VC, but as the normal speech utterances of ... 详细信息
来源: 评论
A VAE Conversion Method for Private Data Linkage  26
A VAE Conversion Method for Private Data Linkage
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26th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC)
作者: Tai, Bo-Chen Li, Szu-Chuang Huang, Yennun Acad Sinica Res Ctr Informat Technol Innovat Taipei Taiwan Tamkang Univ Dept Informat Commun New Taipei Taiwan
Data linkage plays a crucial role in realizing big data's value but is often regarded as a threat to personal privacy. Regulations like GDPR requires users' consent on each specific use of data, which is not p... 详细信息
来源: 评论
Rate Controllable Learned Image Compression Based on RFL Model
Rate Controllable Learned Image Compression Based on RFL Mod...
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IEEE International Conference on Visual Communications and Image Processing (VCIP)
作者: Zhang, Saiping Wang, Luge Mao, Xionghui Yang, Fuzheng Wan, Shuai Xidian Univ Sch Telecommun Engn Xian Peoples R China Northwestern Polytech Univ Sch Elect & Informat Xian Peoples R China
In this paper, we propose a rate controllable image compression framework, Rate Controllable variational autoencoder (RC-VAE), based on the Rate-Feature-Level (RFL) model established through our exploration on the cor... 详细信息
来源: 评论