Year  Title  Author 
2017

Leveraging temporal autocorrelation of historical data for improving accuracy in network regression 
C Loglisci, D Malerba

2017

EndtoEnd Learning of Geometry and Context for Deep Stereo Regression 
A Kendall, H Martirosyan, S Dasgupta, P Henry

2017

Hierarchical Vertex Regression Based Segmentation of Head and Neck CT Images for Radiotherapy Planning 
Z Wang, L Wei, L Wang, Y Gao, W Chen, D Shen

2017

Robust Hand Pose Regression Using Convolutional Neural Networks 
F Gomez

2017

Deep Ensemble Learning of Sparse Regression Models for Brain Disease Diagnosis 
HI Suk, SW Lee, D Shen

2017

TORNADO: A SpatioTemporal Convolutional Regression Network for Video Action Proposal 
H Zhu, R Vial, S Lu

2017

Vehicle Detection and Counting in HighResolution Aerial Images Using Convolutional Regression Neural Network 
H Tayara, KG Soo, KT Chong

2017

A Fast and Compact Salient Score Regression Network Based on Fully Convolutional Network 
X Xi, Y Luo, F Li, P Wang, H Qiao

2017

Constructing a Deep Regression Model Utilizing Cascaded Sparse Autoencoders and Stochastic Gradient Descent 
A Moussavi

2017

Blind Image Quality Assessment via Vector Regression and Object Oriented Pooling 
J Gu, G Meng, J Redi, S Xiang, C Pan

2017

Lowrank hypergraph feature selection for multioutput regression 
X Zhu, R Hu, C Lei, KH Thung, W Zheng, C Wang

2017

Deep Regression Bayesian Network and Its Applications 
S Nie, M Zheng, Q Ji

2017

Deep Bimodal Regression of Apparent Personality Traits from Short Video Sequences 
XS Wei, CL Zhang, H Zhang, J Wu

2017

Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression 
AS Jackson, A Bulat, V Argyriou, G Tzimiropoulos

2017

Probabilistic Spatial Regression using a Deep Fully Convolutional Neural Network 
GG Slabaugh, K Knapp, SM Al

2017

Big Data Regression Using Tree Based Segmentation 
R Sambasivan, S Das

2017

Random forest regression based acoustic event detection with bottleneck features 
X Xia, R Togneri, F Sohel, D Huang

2017

Geometric loss functions for camera pose regression with deep learning 
A Kendall, R Cipolla

2017

SaliencyBased Artistic Abstraction With Deep Learning and Regression Trees 
H Shakeri, M Nixon, S DiPaola

2017

Simple Very Deep Convolutional Network for Robust Hand Pose Regression from a Single Depth Image 
Q Fan, X Shen, Y Hu, C Yu

2017

Deep Metric Learning for Crowdedness Regression 
Q Wang, J Wan, Y Yuan

2017

Load Forecasting using Linear Regression Analysis and Moving Average Technique in Time Series Model for RGUKT, RK Valley Campus HT Feeder 
MD Reddy, N Vishali

2017

ModelFree Deep Inverse Reinforcement Learning by Logistic Regression 
E Uchibe

2017

Fully Convolutional Regression Network for Accurate Detection of Measurement Points 
M Sofka, F Milletari, J Jia, A Rothberg

2017

Deep Neural Network Regression for ShortTerm Load Forecasting of Natural Gas 
G Merkel, RJ Povinelli, RH Brown

2017

Deep Neural Network Regression as a Component of a Forecast Ensemble 
RJ Povinelli, G Merkel, RH Brown

2017

Deep Recurrent Regression for Facial Landmark Detection 
H Lai, S Xiao, Y Pan, Z Cui, J Feng, C Xu, J Yin, S Yan

2017

A hybrid technique based on convolutional neural network and support vector regression for intelligent diagnosis of rotating machinery 
W You, C Shen, X Guo, X Jiang, J Shi, Z Zhu

2017

Forecasting Air Quality Index Using an Ensemble of Artificial Neural Networks and Regression Models 
SS Ganesh, P Arulmozhivarman, R Tatavarti

2017

Learning Robot Activities from FirstPerson Human Videos Using Convolutional Future Regression 
J Lee, MS Ryoo

2017

Boosting Deep Attribute Learning via Support Vector Regression for Fast Moving Crowd Counting 
X Wei, J Du, M Liang, L Ye

2017

On deep learning as a remedy for the curse of dimensionality in nonparametric regression 
B Bauer, M Kohler

2017

GPUnet: Lesion Detection from Weak Labels with a 3D Regression Network 
F Dubost, G Bortsova, H Adams, A Ikram, W Niessen

2017

Wind Power Prediction using Deep Neural Network based Meta Regression and Transfer Learning 
AS Qureshi, A Khan, A Zameer, A Usman

2017

Deeplearningbased regression model and hyperspectral imaging for rapid detection of nitrogen concentration in oilseed rape (Brassica napus L.) leaf 
X Yu, H Lu, Q Liu

2017

Unsupervised body part regression using convolutional neural network with selforganization 
K Yan, L Lu, RM Summers

2017

Face Alignment Using a Deep Neural Network with Local Feature Learning and Recurrent Regression 
BH Park, SY Oh, IJ Kim

2017

3D FCN Feature Driven Regression ForestBased Pancreas Localization and Segmentation 
T Kitasaka, K Misawa, M Fujiwara, D Rueckert, K Mori

2017

Erratum to: Fast Predictive Simple Geodesic Regression 
Z Ding, G Fleishman, X Yang, P Thompson, R Kwitt

2017

Convolutional neural network regression for shortaxis left ventricle segmentation in cardiac cine MR sequences 
LK Tan, YM Liew, E Lim, RA McLaughlin

2017

Cascaded Boundary Regression for Temporal Action Detection 
J Gao, Z Yang, R Nevatia

2017

Deep Learning Based Regression and Multiclass Models for Acute Oral Toxicity Prediction 
Y Xu, J Pei, L Lai

2017

MultiTarget Regression via Robust LowRank Learning 
X Zhen, M Yu, X He, S Li

2017

Expectile regression neural network model with applications 
C Jiang, M Jiang, Q Xu, X Huang

2017

Modelling speech emotion recognition using logistic regression and decision trees 
A Jacob

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 deep learning and softmax regression fault diagnosis method for multilevel converter 
B Xin, T Wang, T Tang

2017

Human Pose Regression by Combining Indirect Part Detection and Contextual Information 
DC Luvizon, H Tabia, D Picard

2017

Transferring Face Verification Nets To Pain and Expression Regression 
F Wang, X Xiang, C Liu, TD Tran, A Reiter, GD Hager

2017

Regression convolutional network for vanishing point detection 
Y Shuai, Y Tiantian, Y Guodong, L Zize

2017

Leukemia Early Screening by Using NIR Spectroscopy and LARPLS Regression Model 
Y Qi, Z Liu, X Pan, W Zhang, S Yan, B Gan, H Yang

2016

Generalized Deep Image to Image Regression 
V Santhanam, VI Morariu, LS Davis

2016

Supplementary Material For: Adaptive Cascaded Regression 
E Antonakos, P Snape, G Trigeorgis, S Zafeiriou

2016

Human pose estimation via convolutional part heatmap regression 
A Bulat, G Tzimiropoulos

2016

Single image superresolution using regularization of nonlocal steering kernel regression 
K Zhang, X Gao, J Li, H Xia

2016

Deep Convolutional Neural Network Based Regression Approach for Estimation of Remaining Useful Life 
GS Babu, P Zhao, XL Li

2016

Deep Kinematic Pose Regression 
X Zhou, X Sun, W Zhang, S Liang, Y Wei

2016

Convolutional Regression for Visual Tracking 
K Chen, W Tao

2016

Learning to Track at 100 FPS with Deep Regression Networks 
D Held, S Thrun, S Savarese

2016

Text classification based on deep belief network and softmax regression 
M Jiang, Y Liang, X Feng, X Fan, Z Pei, Y Xue, R Guan

2016

Crossmodality Consistent Regression for Joint VisualTextual Sentiment Analysis of Social Multimedia 
Q You, J Luo, H Jin, J Yang

2016

Learning from Unbalanced Stream Data in NonStationary Environments Using Logistic Regression Model: A Novel Approach Using Machine Learning for … 
PD Kulkarni, R Ade

2016

On the CesàroMeansBased Orthogonal Series Approach to Learning TimeVarying Regression Functions 
P Duda, L Pietruczuk, M Jaworski, A Krzyzak

2016

Text Summarization using Deep Learning and Ridge Regression 
KB Mani

2016

3D Human Pose Estimation from a Single Image via Distance Matrix Regression 
F Moreno

2016

Deep Wavelet Scattering for Quantum Energy Regression 
M Hirn

2016

Face Alignment by Local Deep Descriptor Regression 
A Kumar, R Ranjan, V Patel, R Chellappa

2016

Deep Inverse Reinforcement Learning by Logistic Regression 
E Uchibe

2016

Automated mitosis detection with deep regression networks 
H Chen, X Wang, PA Heng

2016

Hierarchical Deep Neural Network for Multivariate Regression 
J Du, Y Xu

2016

Fully DNNbased Multilabel regression for audio tagging 
Y Xu, Q Huang, W Wang, PJB Jackson, MD Plumbley

2016

Robust Discriminative Regression for Facial Landmark Localization under Occlusion 
Y Wang, J Yue, Y Dong, Z Hu

2016

Counting People in Crowded Scenes via Detection and Regression Fusion 
C Zalluhoglu, N Ikizler

2016

Stacked Approximated Regression Machine: A Simple Deep Learning Approach 
Z Wang, S Chang, Q Ling, S Huang, X Hu, H Shi

2016

Image superresolution using nonlocal Gaussian process regression 
H Wang, X Gao, K Zhang, J Li

2016

DenseReg: Fully Convolutional Dense Shape Regression IntheWild 
RA Güler, G Trigeorgis, E Antonakos, P Snape

2016

Siamese Regression Networks with Efficient midlevel Feature Extraction for 3D Object Pose Estimation 
A Doumanoglou, V Balntas, R Kouskouridas, TK Kim

2016

Recognizing EndDiastole and EndSystole Frames via Deep Temporal Regression Network 
B Kong, Y Zhan, M Shin, T Denny, S Zhang

2016

Highly Efficient Regression for Scalable Person ReIdentification 
H Wang, S Gong, T Xiang

2016

Microscopy cell counting and detection with fully convolutional regression networks 
W Xie, JA Noble, A Zisserman

2016

A Regression Approach to SingleChannel Speech Separation Via HighResolution Deep Neural Networks 
J Du, Y Tu, LR Dai, CH Lee

2016

Towards implementation of residualfeedback GMDH neural network on parallel GPU memory guided by a regression curve 
R Brito, S Fong, K Cho, W Song, R Wong

2016

Deep Gaussian Processes for Regression using Approximate Expectation Propagation 
TD Bui, D Hernández

2015

Unsupervised feature selection based on spectral regression from manifold learning for facial expression recognition 
L Wang, K Wang, R Li

2015

Cascaded Hand Pose Regression 
X Sun, Y Wei, S Liang, X Tang, J Sun

2015

Using Genetic Programming with Prior Formula Knowledge to Solve Symbolic Regression Problem 
Q Lu, J Ren, Z Wang

2015

Quantum Energy Regression using Scattering Transforms 
M Hirn, N Poilvert, S Mallat

2015

Manifold Learning in Regression Tasks 
A Bernstein, A Kuleshov, Y Yanovich

2015

Gaussian processes methods for nostationary regression 
L Muñoz González

2015

Deep Cascaded Regression for Face Alignment 
H Lai, S Xiao, Z Cui, Y Pan, C Xu, S Yan

2015

MultiScale Deep Networks and Regression Forests for Direct Biventricular Volume Estimation 
X Zhena, Z Wangb, A Islamc, M Bhadurid, I Chand

2015

Leveraging Datasets With Varying Annotations for Face Alignment via Deep Regression Network 
J Zhang, M Kan, S Shan, X Chen

2015

IntensityDepth Face Alignment Using Cascade Shape Regression 
Y Cao, BL Lu

2015

NonLinear Text Regression with a Deep Convolutional Neural Network 
Z Bitvai, T Cohn

2015

Conditioned Regression Models for NonBlind Single Image SuperResolution 
GRSSM Rüther, H Bischof

2015

Deep Human Parsing with Active Template Regression 
X Liang, S Liu, X Shen, J Yang, L Liu, L Lin, S Yan

2015

Improved speech inversion using general regression neural network 
S Najnin, B Banerjee

2015

The Improvement of Structuredoutput Regression Forests on Detection about Face Parts⋆ 
J KONG, K SUN, M JIANG, H HUO, A YIMING

2015

Microscopy Cell Counting with Fully Convolutional Regression Networks 
W Xie, JA Noble, A Zisserman

2015

Cascaded Collaborative Regression for Robust Facial Landmark Detection Trained using a Mixture of Synthetic and Real Images with Dynamic Weighting 
ZH Feng, G Hu, J Kittler, B Christmas, X Wu

2015

Globally Tuned Cascade Pose Regression via Back Propagation with Application in 2D Face Pose Estimation and Heart Segmentation in 3D CT Images 
P Sun, JK Min, G Xiong

2015

Latent Regression Bayesian Network for Data Representation 
S Nie, Q Ji

2015

The Recent Developments and Comparative Analysis of Neural Network and Evolutionary Algorithms for Solving Symbolic Regression 
X Dong, W Dong, Y Yi, Y Wang, X Xu

2015

Prosody Generation Using Framebased Gaussian Process Regression 
T Koriyama, T Kobayashi

2015

Be at Odds? Deep and Hierarchical Neural Networks for Classification and Regression of Conflict in Speech 
R Brueckner, B Schuller

2015

Robust Optimization for Deep Regression 
V Belagiannis, C Rupprecht, G Carneiro, N Navab

2015

Coarsetofine Face Alignment with MultiScale Local Patch Regression 
Z Huang, E Zhou, Z Cao

2015

Improved Mispronunciation Detection with Deep Neural Network Trained Acoustic Models and Transfer Learning based Logistic Regression Classifiers 
W Hu, Y Qian, FK Soong, Y Wang

2015

A novel method of diagnosing premature ventricular contraction based on sparse autoencoder and softmax regression 
J Yang, Y Bai, G Li, M Liu, X Liu

2015

State of health estimation combining robust deep feature learning with support vector regression 
LQ Qiao, LJ Xun

2015

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

2015

Privileged Informationbased Conditional Structured Output Regression Forest for Facial Point Detection 
H Yang, I Patras

2014

A Deep and Stable Extreme Learning Approach for Classification and Regression 
W Huang, F Sun

2014

Training Generalized Feedforword Kernelized Neural Networks on Very Large Datasets for Regression Using MinimalEnclosingBall Approximation 
J Wang, Z Deng, S Wang, Q Gao

2014

A new Neural Network based logistic regression classifier for improving mispronunciation detection of L2 language learners 
W Hu, Y Qian, FK Soong

2014

A+: Adjusted Anchored Neighborhood Regression for Fast SuperResolution 
R Timofte, V De Smet, L Van Gool

2014

HyperSpectral Image Analysis with PartiallyLatent Regression and Spatial Markov Dependencies 
A Deleforge, F Forbes, S Ba, R Horaud

2014

Writer Adaptation using Bottleneck Features and Discriminative Linear Regression for Online Handwritten Chinese Character Recognition 
J Du, JS Hu, B Zhu, S Wei, LR Dai

2014

Facial Landmark Localization using Hierarchical Pose Regression 
Z Zhang, W Zhang, J Liu, X Tang

2014

Deep Regression for Face Alignment 
B Shi, X Bai, W Liu, J Wang

2014

Transparentsupported radiance regression function 
X Qin, S Xiao

2014

Supervised feature learning via ℓ2norm regularized logistic regression for 3D object recognition 
F Zou, Y Wang, Y Yang, K Zhou, Y Chen, J Song

2014

Low rank driven robust facial landmark regression 
Y Sun, Q Liu, H Lu
