Year  Title  Author 
2017

Conditional Variational Autoencoder for Prediction and Feature Recovery Applied to Intrusion Detection in IoT 
M Lopez

2017

δagree Adaboost Stacked Autoencoder for Shortterm Traffic Flow Forecasting 
T Zhou, G Han, X Xu, Z Lin, C Han, Y Huang, J Qin

2017

Stacked Autoencoder Method for Fabric Defect Detection 
A SEKER, AG YUKSEK

2017

Generative Moment Matching Autoencoder with Perceptual Loss 
MA Kiasari, DS Moirangthem, M Lee

2017

Learning 3D Faces from 2D Images via Stacked Contractive Autoencoder 
J Zhang, K Li, Y Liang, N Li

2017

A Recurrent Variational Autoencoder for Human Motion Synthesis 
I Habibie, D Holden, J Schwarz, J Yearsley, T Komura

2017

Doubly Stochastic Adversarial Autoencoder 
M Azarafrooz

2017

Learning a Referenceless Stereopair Quality Engine with Deep Nonnegativity Constrained Sparse Autoencoder 
Q Jiang, F Shao, W Lin, G Jiang

2017

kSparse Autoencoder Based Automatic Modulation Classification with Low Complexity 
A Ali, F Yangyu

2017

An Effective Deep Autoencoder Approach for Online SmartphoneBased Human Activity Recognition 
B Almaslukh, J AlMuhtadi, A Artoli

2017

Local receptive field constrained stacked sparse autoencoder for classification of hyperspectral images 
X Wan, C Zhao

2017

Towards Enhancing Stacked Extreme Learning Machine With Sparse Autoencoder by Correntropy 
X Luo, Y Xu, W Wang, M Yuan, X Ban, Y Zhu, W Zhao

2017

Constructing Finegranularity Functional Brain Network Atlases via Deep Convolutional Autoencoder 
Y Zhao, Q Dong, H Chen, A Iraji, Y Li, M Makkie, Z Kou

2017

LandUse Classification with Remote Sensing Image Based on Stacked Autoencoder 
A Ding, X Zhou

2017

Leveraging Stacked Denoising Autoencoder in Prediction of PathogenHost ProteinProtein Interactions 
H Chen, J Shen, L Wang, J Song

2017

Class Representative Autoencoder for Low Resolution MultiSpectral Gender Classification 
M Singh, S Nagpal, R Singh, M Vatsa

2017

A novel deep autoencoder feature learning method for rotating machinery fault diagnosis 
H Shao, H Jiang, H Zhao, F Wang

2017

Radar HRRP recognition based on sparse denoising autoencoder and multilayer perceptron deep model 
H Yan, Z Zhang, G Xiong, W Yu

2017

MoFA: Modelbased Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction 
A Tewari, M Zollhöfer, H Kim, P Garrido, F Bernard

2017

Hyperspectral imagebased spare autoencoder network for TVBN measurement in pork 
T Guo, M Huang, Q Zhu, Y Guo

2017

Spectral–spatial feature learning for hyperspectral imagery classification using deep stacked sparse autoencoder 
G Abdi, F Samadzadegan, P Reinartz

2017

ECGbased Biometrics using a Deep Autoencoder for Feature Learning 
A Eduardo, H Aidos, A Fred

2017

Spectral–spatial classification of hyperspectral images using trilateral filter and stacked sparse autoencoder 
C Zhao, X Wan, G Zhao, Y Yan

2017

Group Sparse Autoencoder 
A Sankaran, M Vatsa, R Singh, A Majumdar

2017

Modeling Task fMRI Data via Deep Convolutional Autoencoder 
Y Zhao, J Han, L Guo, T Liu

2017

Nonlinear model reduction by deep autoencoder of noise response data 
K Kashima

2017

Symmetric Variational Autoencoder and Connections to Adversarial Learning 
Y Pu, L Chen, S Dai, W Wang, C Li, L Carin

2017

Building Extraction Based on an Optimized Stacked Sparse Autoencoder of Structure and Training Samples Using LIDAR DSM and Optical Images 
Y Yan, Z Tan, N Su, C Zhao

2017

Autoencoder With Invertible Functions for Dimension Reduction and Image Reconstruction 
Y Yang, QMJ Wu, Y Wang

2017

Deep Features Learning for Medical Image Analysis with Convolutional Autoencoder Neural Network 
M Chen, X Shi, Y Zhang, D Wu, M Guizani

2017

SAR Automatic Target Recognition Based on Euclidean Distance Restricted Autoencoder 
S Deng, L Du, C Li, J Ding, H Liu

2017

AutoEncoder by Forest 
J Feng, ZH Zhou

2017

Network Anomaly Detection with Stochastically Improved Autoencoder Based Models 
RC Aygun, AG Yavuz

2017

The fillingin function of the Bayesian AutoEncoder Network 
K Nishino, M Inaba

2017

Weighted time series fault diagnosis based on a stacked sparse autoencoder 
F Lv, C Wen, M Liu, Z Bao

2017

druGAN: an advanced generative adversarial autoencoder model for denovo generation of new molecules with desired molecular properties in silico 
A Kadurin, S Nikolenko, K Khrabrov, A Aliper

2017

Pulmonary nodule diagnosis using dual‐modal supervised autoencoder based on extreme learning machine 
Y Qiang, L Ge, X Zhao, X Zhang, X Tang

2017

GLSRVAE: Geodesic Latent Space Regularization for Variational AutoEncoder Architectures 
G Hadjeres, F Nielsen, F Pachet

2017

Multisensor Feature Fusion for Bearing Fault Diagnosis Using Sparse Autoencoder and Deep Belief Network 
Z Chen, W Li

2017

Learning a continuous representation of molecules with an autoencoder 
H Shen

2017

Detection of Anomalies in Large Scale Accounting Data using Deep Autoencoder Networks 
M Schreyer, T Sattarov, D Borth, A Dengel, B Reimer

2017

Autoencoder for wind power prediction 
S Tasnim, A Rahman, AMT Oo, ME Haque

2017

MGAE: Marginalized Graph Autoencoder for Graph Clustering 
C Wang, S Pan, G Long, X Zhu, J Jiang

2017

Stylized Adversarial AutoEncoder for Image Generation 
Y Zhao, B Deng, J Huang, H Lu, XS Hua

2017

Softmax regression based deep sparse autoencoder network for facial emotion recognition in humanrobot interaction 
L Chen, M Zhou, W Su, M Wu, J She, K Hirota

2017

A Workload Prediction Approach Using Models Stacking Based on Recurrent Neural Network and Autoencoder 
HM Nguyen, S Woo, J Im, T Jun, D Kim

2017

A TemplateBased Protein Structure Reconstruction Method Using Deep Autoencoder Learning 
H Li, Q Lyu, J Cheng

2017

3D BLE Indoor Localization based on Denoising Autoencoder 
C Xiao, D Yang, Z Chen, G Tan

2017

Image Quality Assessment Techniques Show Improved Training and Evaluation of Autoencoder Generative Adversarial Networks 
MO Vertolli, J Davies

2017

Whispered Speech Recognition Using Deep Denoising Autoencoder and Inverse Filtering 
ĐT Grozdić, ST Jovičić

2017

Large Scale Sensor Data Processing Based On Deep Stacked Autoencoder Network. 
N ELARABY, M ELMOGY, S BARAKAT

2017

A case for stacked autoencoder based order recognition of continuousphase FSK 
AB Ambaw, M Bari, M Doroslovački

2017

Alleviating adversarial attacks via convolutional autoencoder 
W Bai, C Quan, Z Luo

2017

Photorealistic Facial Expression Synthesis by the Conditional Difference Adversarial Autoencoder 
Y Zhou, BE Shi

2016

Twostage noise aware training using asymmetric deep denoising autoencoder 
KH Lee, SJ Kang, WH Kang, NS Kim

2016

Learning a hierarchical representation of the yeast transcriptomic machinery using an autoencoder model 
L Chen, C Cai, V Chen, X Lu

2016

Learning classifier system with deep autoencoder 
K Matsumoto, Y Tajima, R Saito, M Nakata, H Sato

2016

Robust transfer learning in multirobot systems by using sparse autoencoder 
LV Utkin, SG Popov, YA Zhuk

2016

Nonnegative autoencoder with simplified random neural network 
Y Yin, E Gelenbe

2016

Object Classification Using Stacked Autoencoder and Convolutional Neural Network 
VCR Gottimukkula

2016

Generalized extreme learning machine autoencoder and a new deep neural network 
K Sun, J Zhang, C Zhang, J Hu

2016

A stacked sparse autoencoder based architecture for Punjabi and English spoken language classification using MFCC features 
V Arora, P Sood, KU Keshari

2016

Sparsely Connected Autoencoder 
K Gupta, A Majumdar

2016

Transformer fault diagnosis using continuous sparse autoencoder 
L Wang, X Zhao, J Pei, G Tang

2016

NonLinear Hyperspectral Subspace Mapping using Stacked Autoencoder 
N Wadströmer, D Gustafsson

2016

Using convolutional features and a sparse autoencoder for landuse scene classification 
E Othman, Y Bazi, N Alajlan, H Alhichri, F Melgani

2016

Segmenting Brain Tissues from Chinese Visible Human Dataset by DeepLearned Features with Stacked Autoencoder 
G Zhao, X Wang, Y Niu, L Tan, SX Zhang

2016

Deep metric learning autoencoder for nonlinear temporal alignment of human motion 
X Yin, Q Chen

2016

An endtoend convolutional selective autoencoder approach to Soybean Cyst Nematode eggs detection 
A Akintayo, N Lee, V Chawla, M Mullaney, C Marett

2016

EEG Based Eye State Classification using Deep Belief Network and Stacked AutoEncoder 
S Narejo, E Pasero, F Kulsoom

2016

Classification of Epileptic EEG Signals with Stacked Sparse Autoencoder Based on Deep Learning 
Q Lin, S Ye, X Huang, S Li, M Zhang, Y Xue, WS Chen

2016

Visualizing and Understanding Nonnegativity Constrained Sparse Autoencoder in Deep Learning 
BO Ayinde, E Hosseini

2016

Research of stacked denoising sparse autoencoder 
L Meng, S Ding, N Zhang, J Zhang

2016

Facing Realism in Spontaneous Emotion Recognition from Speech: Feature Enhancement by Autoencoder with LSTM Neural Networks 
Z Zhang, F Ringeval, J Han, J Deng, E Marchi

2016

A novel denoising autoencoder assisted segmentation algorithm for cotton field 
Y Li, Z Cao, Y Xiao, H Lu, Y Zhu

2016

Stacked Robust Autoencoder for Classification 
J Mehta, K Gupta, A Gogna, A Majumdar, S Anand

2016

Semi Supervised Autoencoder 
A Gogna, A Majumdar

2016

SMS Spam Filtering using Probabilistic Topic Modelling and Stacked Denoising Autoencoder 
NA Moubayed, T Breckon, P Matthews, AS McGough

2016

Deep Feature Consistent Variational Autoencoder 
X Hou, L Shen, K Sun, G Qiu

2016

Stacked Autoencoder Based Identification of Monsoon Predictors for Prediction of Indian Summer Monsoon 
M Saha, A Santara, P Mitra, A Chakraborty

2016

Visual object tracking with autoencoder representations 
B Beşbınar, AA Alatan

2016

Multistage committees of deep feedforward convolutional sparse denoise autoencoder for object recognition 
S Luo, Y Ding, K Hao

2016

Multidigit Image Synthesis Using Recurrent Conditional Variational Autoencoder 
H Sun, W Xu, C Deng, Y Tan

2016

Echostate conditional variational autoencoder for anomaly detection 
S Suh, DH Chae, HG Kang, S Choi

2016

IPMiner: hidden ncRNAprotein interaction sequential pattern mining with stacked autoencoder for accurate computational prediction 
X Pan, YX Fan, J Yan, HB Shen

2016

Variational Autoencoder for Deep Learning of Images, Labels and Captions 
Y Pu, Z Gan, R Henao, X Yuan, C Li, A Stevens

2016

3D Keypoint Detection Based on Deep Neural Network with Sparse Autoencoder 
X Lin, C Zhu, Q Zhang, Y Liu

2016

MidLevel Feature Representation via Sparse Autoencoder for Remotely Sensed Scene Classification 
E Li, P Du, A Samat, Y Meng, M Che

2016

A Hybrid Autoencoder and Density Estimation Model for Anomaly Detection 
M Nicolau, J McDermott

2016

Adaptive Stacked Denoising Autoencoder for Work Mode Identification of Airborne Active Phased Array Radar 
H Li, W Jin, H Liu, K Zheng

2016

A feasibility study of an autoencoder metamodel for improving generalization capabilities on training sets of small sizes 
A Potapov, V Potapova, M Peterson

2016

Infinite Variational Autoencoder for SemiSupervised Learning 
E Abbasnejad, A Dick, A Hengel

2016

Modulation recognition of underwater acoustic communication signals based on denoising & deep sparse autoencoder 
H YANG, X YAO, S SHEN, J XIONG, X ZHANG

2016

Prognostics of Combustion Instabilities from Hispeed Flame Video using A Deep Convolutional Selective Autoencoder 
A Akintayo, KG Lore, S Sarkar, S Sarkar

2015

The effect of different hidden unit number of sparse autoencoder 
Q Xu, L Zhang

2015

Stacked denoise autoencoder based feature extraction and classification for hyperspectral images 
C Xing, L Ma, X Yang

2015

Multimodal Deep Autoencoder for Human Pose Recovery. 
D Tao, C Hong, J Yu, J Wan, M Wang

2015

A Deep Learning Method Combined Sparse Autoencoder with SVM 
Y Ju, J Guo, S Liu

2015

Novel Segmented Stacked AutoEncoder for Effective Dimensionality Reduction and Feature Extraction in Hyperspectral Imaging 
J Zabalza, J Ren, J Zheng, H Zhao, C Qing, Z Yang

2015

Procedural Modeling Using Autoencoder Networks 
ME Yumer, P Asente, R Mech, LB Kara

2015

Hypergraph Regularized Autoencoder for ImageBased 3D Human Pose Recovery 
C Hong, X Chen, X Wang, C Tang

2015

Recognition of geochemical anomalies using a deep autoencoder network 
Y Xiong, R Zuo

2015

Learning Classifiers from Synthetic Data Using a Multichannel Autoencoder 
X Zhang, Y Fu, A Zang, L Sigal, G Agam

2015

A RealTime Visual Tracking Approach Using Sparse Autoencoder and Extreme Learning Machine 
L Dai, Y Zhu, G Luo, C He, H Lin

2015

Hypergraph Regularized Autoencoder for 3D Human Pose Recovery 
C Hong, J Yu, Y Jane, X Chen

2015

Denoising AutoEncoder in Neural Networks with Modified Elliott Activation Function and SparsityFavoring Cost Function 
H Burhani, W Feng, G Hu

2015

A Novel Method for Text Recognition in Natural Scene Based on Sparse Stacked Autoencoder 
C HUANG, L ZHONG, Y HUANG, G ZHANG, X ZHONG

2015

MADE: Masked Autoencoder for Distribution Estimation 
M Germain, K Gregor, I Murray, H Larochelle

2015

Denoising without access to clean data using a partitioned autoencoder 
D Stowell, RE Turner

2015

1000 Fps Highly Accurate Eye Detection with Stacked Denoising Autoencoder 
W Tang, Y Huang, L Wang

2015

Stacked Sparse Autoencoder (SSAE) for Nuclei Detection on Breast Cancer Histopathology images. 
J Xu, L Xiang, Q Liu, H Gilmore, J Wu, J Tang

2015

Coupled Deep Autoencoder for Single Image SuperResolution 
K Zeng, J Yu, R Wang, C Li, D Tao

2015

Multistepahead host load prediction using autoencoder and echo state networks in cloud computing 
Q Yang, Y Zhou, Y Yu, J Yuan, X Xing, S Du

2015

LLNet: A Deep Autoencoder Approach to Natural Lowlight Image Enhancement 
KG Lore, A Akintayo, S Sarkar

2015

Realtime Dynamic MRI Reconstruction using Stacked Denoising Autoencoder 
A Majumdar

2015

Archetypal Analysis as an Autoencoder 
C Bauckhage, K Kersting, F Hoppe, C Thurau

2015

Stacked Autoencoder 를 이용한 특징 추출 기반 Fuzzy kNearest Neighbors 패턴 분류기 설계 
S Autoencoder

2015

Design of Fuzzy kNearest Neighbors Classifiers based on Feature Extraction by using Stacked Autoencoder 
석범노， 성권오

2015

Comparing Recursive Autoencoder and Convolutional Network for PhraseLevel Sentiment Polarity Classification 
J Jurgovsky, M Granitzer

2015

Recursive Autoencoder with HowNet Lexicon for SentenceLevel Sentiment Analysis 
X Fu, Y Xu

2015

Bearing fault diagnosis method based on stacked autoencoder and softmax regression 
S Tao, T Zhang, J Yang, X Wang, W Lu

2015

Denoising hybrid noises in image with stacked autoencoder 
X Ye, L Wang, H Xing, L Huang

2014

Crossmodal Retrieval with Correspondence Autoencoder 
F Feng, X Wang, R Li

2014

Deep Learning Representation using Autoencoder for 3D Shape Retrieval 
Z Zhu, X Wang, S Bai, C Yao, X Bai

2014

Autoencoder Trees 
O İrsoy, E Alpaydın

2014

Feature Learning from Incomplete EEG with Denoising Autoencoder 
J Li, Z Struzik, L Zhang, A Cichocki

2014

3D object retrieval with stacked local convolutional autoencoder 
B Leng, S Guo, X Zhang, Z Xiong

2014

The Potential Energy of an Autoencoder 
H Kamyshanska, R Memisevic

2014

Learning Feature Representations with a CostRelevant Sparse Autoencoder 
M Längkvist, A Loutfi

2014

Relational Stacked Denoising Autoencoder for Tag Recommendation 
H Wang, X Shi, DY Yeung
