Review on autoencoder and its application

Review on autoencoder and its application

他のバージョン（1件）を表示する

As a typical deep unsupervised learning model, autoencoder can automatically learn effective abstract features from unlabeled samples.In recent years, autoencoder has been widely used in target recognition, intrusion detection, fault diagnosis and many other fields.Thus, the theoretical basis, impro...

書誌詳細
主要な著者:	Jie LAI, Xiaodan WANG, Qian XIANG, Yafei SONG, Wen QUAN
フォーマット:	論文
言語:	zho
出版事項:	Editorial Department of Journal on Communications 2021-09-01
シリーズ:	Tongxin xuebao
主題:	autoencoder deep learning unsupervised learning feature extraction regularization
オンライン･アクセス:	http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2021160/

類似資料

Review on autoencoder and its application
著者:: Jie LAI, 等
出版事項: (2021-09-01)

A Semi-Supervised Stacked Autoencoder Using the Pseudo Label for Classification Tasks
著者:: Jie Lai, 等
出版事項: (2023-08-01)

An Efficient Multi-Sensor Remote Sensing Image Clustering in Urban Areas via Boosted Convolutional Autoencoder (BCAE)
著者:: Maryam Rahimzad, 等
出版事項: (2021-06-01)

Unsupervised Outlier Detection via Transformation Invariant Autoencoder
著者:: Zhen Cheng, 等
出版事項: (2021-01-01)

Comparative Study on Three Autoencoder‐Based Deep Learning Algorithms for Geochemical Anomaly Identification
著者:: Bin Feng, 等
出版事項: (2022-11-01)

AutoDTI++: deep unsupervised learning for DTI prediction by autoencoders
著者:: Seyedeh Zahra Sajadi, 等
出版事項: (2021-04-01)

Latent Variable Autoencoder
著者:: Wenjuan Han, 等
出版事項: (2019-01-01)

Method of unknown protocol classification based on autoencoder
著者:: Chunxiang GU, 等
出版事項: (2020-06-01)

Method of unknown protocol classification based on autoencoder
著者:: Chunxiang GU, 等
出版事項: (2020-06-01)

Efficient Local Image Descriptors Learned With Autoencoders
著者:: Nina Zizakic, 等
出版事項: (2022-01-01)

Nonlinear Subspace Clustering via Adaptive Graph Regularized Autoencoder
著者:: Qiang Ji, 等
出版事項: (2019-01-01)

Searching similar weather maps using convolutional autoencoder and satellite images
著者:: Heewoong Ahn, 等
出版事項: (2023-02-01)

Soundscape Characterization Using Autoencoders and Unsupervised Learning
著者:: Daniel Alexis Nieto-Mora, 等
出版事項: (2024-04-01)

Modified Autoencoder Training and Scoring for Robust Unsupervised Anomaly Detection in Deep Learning
著者:: Nicholas Merrill, 等
出版事項: (2020-01-01)

Clustering of LMS Use Strategies with Autoencoders
著者:: María J. Verdú, 等
出版事項: (2023-06-01)

LS-LSTM-AE: Power load forecasting via Long-Short series features and LSTM-Autoencoder
著者:: Xin Tong, 等
出版事項: (2022-04-01)

Spatially Variant Convolutional Autoencoder Based on Patch Division for Pill Defect Detection
著者:: Sora Kim, 等
出版事項: (2020-01-01)

Anomaly detection in radiotherapy plans using deep autoencoder networks
著者:: Peng Huang, 等
出版事項: (2023-03-01)

Unsupervised anomaly detection in shearers via autoencoder networks and multi-scale correlation matrix reconstruction
著者:: Yang Song, 等
出版事項: (2024-10-01)

Optimizing Few-Shot Learning Based on Variational Autoencoders
著者:: Ruoqi Wei, 等
出版事項: (2021-10-01)

Fractal Autoencoder-Based Unsupervised Hyperspectral Bands Selection for Remote Sensing Land-Cover Classification
著者:: Sara Benali, 等
出版事項: (2023-11-01)

Knowledge Extraction From PV Power Generation With Deep Learning Autoencoder and Clustering-Based Algorithms
著者:: Seyed Mahdi Miraftabzadeh, 等
出版事項: (2023-01-01)

Fall Detection Using Multi-Property Spatiotemporal Autoencoders in Maritime Environments
著者:: Iason Katsamenis, 等
出版事項: (2022-03-01)

Ensuring Topological Data-Structure Preservation under Autoencoder Compression Due to Latent Space Regularization in Gauss–Legendre Nodes
著者:: Chethan Krishnamurthy Ramanaik, 等
出版事項: (2024-08-01)

SVseg: Stacked Sparse Autoencoder-Based Patch Classification Modeling for Vertebrae Segmentation
著者:: Syed Furqan Qadri, 等
出版事項: (2022-03-01)

An Integrative Remote Sensing Application of Stacked Autoencoder for Atmospheric Correction and Cyanobacteria Estimation Using Hyperspectral Imagery
著者:: JongCheol Pyo, 等
出版事項: (2020-03-01)

Dynamic Depth Learning in Stacked AutoEncoders
著者:: Sarah Alfayez, 等
出版事項: (2023-10-01)

Deep Convolution Neural Network and Autoencoders-Based Unsupervised Feature Learning of EEG Signals
著者:: Tingxi Wen, 等
出版事項: (2018-01-01)

Nonlinear Unmixing via Deep Autoencoder Networks for Generalized Bilinear Model
著者:: Jinhua Zhang, 等
出版事項: (2022-10-01)

Isolation Forests and Deep Autoencoders for Industrial Screw Tightening Anomaly Detection
著者:: Diogo Ribeiro, 等
出版事項: (2022-04-01)

Investigating Beta-Variational Convolutional Autoencoders for the Unsupervised Classification of Chest Pneumonia
著者:: Serag Mohamed Akila, 等
出版事項: (2023-06-01)

Auto encoder-guided Feature Extraction for Pneumonia Identification from Chest X-ray Images
著者:: Rana Neeta, 等
出版事項: (2024-01-01)

Disentangling Generative Factors of Physical Fields Using Variational Autoencoders
著者:: Christian Jacobsen, 等
出版事項: (2022-06-01)

Deep Learning Autoencoder Study on ECG Signals
著者:: Dandi Mochamad Reza, 等
出版事項: (2023-12-01)

Graph Autoencoder with Preserving Node Attribute Similarity
著者:: Mugang Lin, 等
出版事項: (2023-03-01)

Semi-Supervised Adversarial Variational Autoencoder
著者:: Ryad Zemouri
出版事項: (2020-09-01)

Anomaly detection in images with shared autoencoders
著者:: Haoyang Jia, 等
出版事項: (2023-01-01)

Unsupervised Anomaly Detection With Variational Autoencoders Applied to Full‐Disk Solar Images
著者:: Marius Giger, 等
出版事項: (2024-02-01)

Unsupervised Fake News Detection Based on Autoencoder
著者:: Dun Li, 等
出版事項: (2021-01-01)

Automatic Fabric Defect Detection with a Multi-Scale Convolutional Denoising Autoencoder Network Model
著者:: Shuang Mei, 等
出版事項: (2018-04-01)