Year  Title  Author 
2017

Using multistream hierarchical deep neural network to extract deep audio feature for acoustic event detection 
Y Li, X Zhang, H Jin, X Li, Q Wang, Q He, Q Huang

2017

Multiscale Hierarchical Convolutional Networks 
JH Jacobsen, E Oyallon, S Mallat, AWM Smeulders

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

Hierarchical Compression of Deep Convolutional Neural Networks on Large Scale Visual Recognition for Mobile Applications 
B Kim, M Lee, J Kim, J Kim, J Lee

2017

Greedy Compositional Clustering for Unsupervised Learning of Hierarchical Compositional Models 
A Kortylewski, C Blumer, T Vetter

2017

Hierarchical multiclass classification in multimodal spacecraft data using DNN and weighted support vector machine 
K Li, Y Wu, Y Nan, P Li, Y Li

2017

Realtime hierarchical fusion system for semantic segmentation in offroad scenes 
K Dang, M Hoy, J Dauwels, J Yuan

2017

Homography Estimation From Image Pairs With Hierarchical Convolutional Networks 
F Erlik Nowruzi, R Laganiere, N Japkowicz

2017

An Adversarial Hierarchical Hidden Markov Model for Human Pose Modeling and Generation 
R Zhao, Q Ji

2017

Hierarchical Bayesian Combination of Plugin Maximum A Posteriori Decoders in Deep Neural Networksbased Speech Recognition and Speaker Adaptation 
Z Huang, SM Siniscalchi, CH Lee

2017

Graspable Object Classification with Multiloss Hierarchical Representations 
Z Wang, Z Li, B Wang, H Liu

2017

Machine Learning by TwoDimensional Hierarchical Tensor Networks: A Quantum Information Theoretic Perspective on Deep Architectures 
D Liu, SJ Ran, P Wittek, C Peng, RB García, G Su

2017

A Hierarchical Recurrent Neural Network for Symbolic Melody Generation 
J Wu, C Hu, Y Wang, X Hu, J Zhu

2017

EEGbased emotion recognition using hierarchical network with subnetwork nodes 
Y Yang, QMJ Wu, WL Zheng, BL Lu

2017

LargeScale LocationAware Services in Access: Hierarchical Building/Floor Classification and Location Estimation using WiFi Fingerprinting Based on Deep Neural … 
KS Kim, R Wang, Z Zhong, Z Tan, H Song, J Cha

2017

Hierarchical Multimodal Fusion of DeepLearned Lesion and Tissue Integrity Features in Brain MRIs for Distinguishing Neuromyelitis Optica from Multiple Sclerosis 
Y Yoo, LYW Tang, SH Kim, HJ Kim, LE Lee, DKB Li

2017

SpatialAware Hierarchical Collaborative Deep Learning for POI Recommendation 
H Yin, W Wang, H Wang, L Chen, X Zhou

2017

Deep hierarchical architectures for saliency prediction and salient object detection 
Y Hu

2017

A deep learning framework for improving longrange residueresidue contact prediction using a hierarchical strategy 
D Xiong, J Zeng, H Gong

2017

On hierarchical brain tumor segmentation in MRI using fully convolutional neural networks: A preliminary study 
S Pereira, A Oliveira, V Alves, CA Silva

2017

Behavioral and neural constraints on hierarchical representationsSchwartz & Sanchez Giraldo 
O Schwartz, LGS Giraldo

2017

DeepTrend: A Deep Hierarchical Neural Network for Traffic Flow Prediction 
X Dai, R Fu, Y Lin, L Li, FY Wang

2017

Chinese Typeface Transformation with Hierarchical Adversarial Network 
J Chang, Y Gu, Y Zhang

2017

Learning a Hierarchical LatentVariable Model of Voxelized 3D Shapes 
S Liu, II Ororbia, G Alexander, CL Giles

2017

Affect recognition from facial movements and body gestures by hierarchical deep spatiotemporal features and fusion strategy 
B Sun, S Cao, J He, L Yu

2017

A hierarchical learning framework for seafloor scene classification 
G Chen, C Lai, M Huang, G Song

2017

SymCHM—An Unsupervised Approach for Pattern Discovery in Symbolic Music with a Compositional Hierarchical Model 
M Pesek, A Leonardis, M Marolt

2017

Intelligent fault diagnosis of rolling bearing using hierarchical convolutional network based health state classification 
C Lu, Z Wang, B Zhou

2017

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space 
CR Qi, L Yi, H Su, LJ Guibas

2017

Efficient and compact visual feature descriptors hashing using hierarchical multiple assignment kmeans 
S Ercoli, M Bertini, A Del Bimbo

2017

A Hierarchical and Regional Deep Learning Architecture for Image Description Generation 
P Kinghorn, L Zhang, L Shao

2017

HDMTL: Hierarchical Deep MultiTask Learning for LargeScale Visual Recognition 
J Fan, T Zhao, Z Kuang, Y Zheng, J Zhang, J Yu

2017

Hierarchical Attribute CNNs 
JH Jacobsen, E Oyallon, S Mallat, AWM Smeulders

2017

Hierarchical Model for Longterm Video Prediction 
P Wang, Z Yan, J Zhang

2017

Hierarchical Implicit Models and LikelihoodFree Variational Inference 
D Tran, R Ranganath, D Blei

2017

Enhancing audio surveillance with hierarchical recurrent neural networks 
F Colangelo, F Battisti, M Carli, A Neri, F Calabró

2017

Hierarchical Detail Enhancing MeshBased Shape Generation with 3D Generative Adversarial Network 
C Jiang, P Marcus

2017

Improved semantic segmentation for robotic applications with hierarchical conditional random fields 
BJ Meyer, T Drummond

2017

Learning hierarchical video representation for action recognition 
Q Li, Z Qiu, T Yao, T Mei, Y Rui, J Luo

2017

Deep Learning Hierarchical Representations for Image Steganalysis 
J Ni, J Ye, YI Yang

2017

A Tree Regularized ClassifierExploiting Hierarchical Structure Information in Feature Vector for Human Action Recognition. 
H Luo, F Zhao, S Chen, H Lu

2017

Hierarchical 3D fully convolutional networks for multiorgan segmentation 
HR Roth, H Oda, Y Hayashi, M Oda, N Shimizu

2017

A mechanism for the cortical computation of hierarchical linguistic structure 
AE Martin, LAA Doumas

2017

par2hier: towards vector representations for hierarchical content 
T Teofili

2017

Deep Hierarchical Representation from Classifying Logo405 
S Hou, J Lin, S Zhou, M Qin, W Jia, Y Zheng

2017

EigenDistortions of Hierarchical Representations 
A Berardino, J Ballé, V Laparra, EP Simoncelli

2017

CCL: Crossmodal Correlation Learning with Multigrained Fusion by Hierarchical Network 
Y Peng, J Qi, X Huang, Y Yuan

2017

Hierarchical extreme learning machine based reinforcement learning for goal localization 
N AlDahoul, ZZ Htike, R Akmeliawati

2017

Analysis and Design of Convolutional Networks via Hierarchical Tensor Decompositions 
N Cohen, O Sharir, Y Levine, R Tamari, D Yakira

2017

Modulation recognition using hierarchical deep neural networks 
K Karra, S Kuzdeba, J Petersen

2017

A deep learning framework for improving longrange residueresidue contact prediction using a hierarchical strategy. 
D Xiong, J Zeng, H Gong

2017

Deep Learning of Semisupervised Process Data with Hierarchical Extreme Learning Machine and Soft Sensor Application 
L Yao, Z Ge

2017

Unconstrained Fashion Landmark Detection via Hierarchical Recurrent Transformer Networks 
S Yan, Z Liu, P Luo, S Qiu, X Wang, X Tang

2017

Image Recommendation based on a Novel Biologically Inspired Hierarchical Model 
YF Lu, H Qiao, Y Li, LH Jia

2016

Deep Neural Networks predict Hierarchical Spatiotemporal Cortical Dynamics of Human Visual Object Recognition 
RM Cichy, A Khosla, D Pantazis, A Torralba, A Oliva

2016

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

2016

Extended hierarchical extreme learning machine with multilayer perceptron 
K Phurattanaprapin, P Horata

2016

A Hierarchical Approach for Generating Descriptive Image Paragraphs 
J Krause, J Johnson, R Krishna, L Fei

2016

Largescale Multiclass and Hierarchical Product Categorization for an Ecommerce Giant 
A Cevahir, K Murakami

2016

Deep Roots: Improving CNN Efficiency with Hierarchical Filter Groups 
Y Ioannou, D Robertson, R Cipolla, A Criminisi

2016

Itheory on depth vs width: hierarchical function composition 
T Poggio, F Anselmi, L Rosasco

2016

Face Detection Using Hierarchical Fully Convolutional Networks 
JJ Lv, YJ Feng, XD Zhou, X Zhou

2016

Hierarchical Context Modeling for Video Event Recognition 
X Wang, Q Ji

2016

A Novel Deep Neural Network and Hierarchical Cluster Analysis based Sports Effect Evaluation Model 
J Shao, L Wang, H Yao

2016

Hierarchical Reinforcement Learning using SpatioTemporal Abstractions and Deep Neural Networks 
R Krishnamurthy, AS Lakshminarayanan, P Kumar

2016

Geometric Scene Parsing with Hierarchical LSTM 
Z Peng, R Zhang, X Liang, L Lin

2016

Privacycnh: A framework to detect photo privacy with convolutional neural network using hierarchical features 
L Tran, D Kong, H Jin, J Liu

2016

Hierarchical Conflict Propagation: Sequence Learning in a Recurrent Deep Neural Network 
AJR Simpson

2016

Transfer Learning in Hierarchical Feature Spaces 
H Zuo, G Zhang, V Behbood, J Lu, X Meng

2016

Hierarchical compositional feature learning 
M Lázaro

2016

A Deconvolutional Competitive Algorithm for Building Sparse Hierarchical Representations 
D Paiton, S Lundquist, W Shainin, X Zhang, P Schultz

2016

Unsupervised Regenerative Learning of Hierarchical Features in Spiking Deep Networks for Object Recognition 
P Panda, K Roy

2016

Resolution of Singularities Introduced by Hierarchical Structure in Deep Neural Networks 
T Nitta

2016

A Hierarchical Predictive Coding Model of Object Recognition in Natural Images 
MW Spratling

2016

Hierarchical adaptive deep convolution neural network and its application to bearing fault diagnosis 
X Guo, L Chen, C Shen

2016

Hierarchical committee of deep convolutional neural networks for robust facial expression recognition 
BK Kim, J Roh, SY Dong, SY Lee

2016

Lasagna: towards deep hierarchical understanding and searching over mobile sensing data 
C Liu, L Zhang, Z Liu, K Liu, X Li, Y Liu

2016

Vehicle detection based on visual saliency and deep sparse convolution hierarchical model 
Y Cai, H Wang, X Chen, L Gao, L Chen

2016

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

2016

Hierarchical Autoassociative Polynimial Network (HAP Net) for Pattern Recognition 
TH Aspiras, VK Asari

2016

Hierarchical Attention Network for Action Recognition in Videos 
Y Wang, S Wang, J Tang, N O'Hare, Y Chang, B Li

2016

Hierarchical Aggregation Based Deep Aging Feature for Age Prediction 
J Qiu, Y Dai, Y Zhang, JM Alvarez

2016

Hierarchical Interlinked Multiscale Convolutional Network for Image Parsing 
Q Yin, Z Cao, Y Zhou

2016

A resolution adaptive deep hierarchical (RADHicaL) learning scheme applied to nuclear segmentation of digital pathology images 
A Janowczyk, S Doyle, H Gilmore, A Madabhushi

2016

An Exhaustive Survey Of Reinforcement Learning With Hierarchical Structure 
A Chaturvedi, N Mishra

2016

Efficient object detection using convolutional neural networkbased hierarchical feature modeling 
B Lee, E Erdenee, S Jin, PK Rhee

2016

Hierarchical Representation Learning for Kinship Verification 
N Kohli, M Vatsa, R Singh, A Noore, A Majumdar

2016

A hierarchical selective ensemble randomized neural network hybridized with heuristic feature selection for estimation of seaice thickness 
A Mozaffari, KA Scott, NL Azad

2016

Hierarchical Autoassociative Polynomial Network for Deep Learning of Complex Manifolds 
TH Aspiras

2016

Modalityspecific and hierarchical feature learning for RGBD handheld object recognition 
X Lv, X Liu, X Li, X Li, S Jiang, Z He

2015

Hierarchical Convolutional Neural Network for Face Detection 
D Wang, J Yang, J Deng, Q Liu

2015

Deep neural network with weight sparsity control and pretraining extracts hierarchical features and enhances classification performance: Evidence from wholebrain … 
J Kim, VD Calhoun, E Shim, JH Lee

2015

Hierarchical stress modeling and generation in mandarin for expressive TexttoSpeech 
Y Li, J Tao, K Hirose, X Xu, W Lai

2015

Doubly Hierarchical Dirichlet Process Hmm For Acoustic Modeling 
AHHN Torbati, J Picone

2015

Learning Hierarchical SpectralSpatial Features for Hyperspectral Image Classification 
Y Zhou, Y Wei

2015

Human Interaction Recognition Using Hierarchical Invariant Features 
N Nguyen, A Yoshitaka

2015

Incremental concept learning with few training examples and hierarchical classification 
H Bouma, PT Eendebak, K Schutte, G Azzopardi

2015

Deep Learning for Computer Vision: A comparison between Convolutional Neural Networks and Hierarchical Temporal Memories on object recognition tasks 
D Maltoni, II Session

2015

Hierarchical Neural Network Generative Models for Movie Dialogues 
IV Serban, A Sordoni, Y Bengio, A Courville, J Pineau

2015

Learning hierarchical feature representation for RGBD object recognition 
SQ Tu, YG Xue, X Zhang, XL Huang, HK Lin

2015

Rapid Clothing Retrieval via Deep Learning of Binary Codes and Hierarchical Search 
K Lin, HF Yang, KH Liu, JH Hsiao, CS Chen

2015

Phone recognition with hierarchical convolutional deep maxout networks 
L Tóth

2015

Learning Hierarchical Feature Representation in Depth Image 
Y Liu, P Lasang, Q Sun, M Siegel

2015

Hierarchical Recurrent Neural Network for Skeleton Based Action Recognition 
Y Du, W Wang, L Wang

2015

Deep Convolutional Networks are Hierarchical Kernel Machines 
F Anselmi, L Rosasco, CTT Poggio

2015

A Hierarchical Oil Tank Detector With Deep Surrounding Features for HighResolution Optical Satellite Imagery 
L Zhang, Z Shi, J Wu

2015

Semantic Image Segmentation with Contextual Hierarchical Models 
M Seyedhosseini, T Tasdizen

2015

Hierarchical Deep Learning Architecture For 10K Objects Classification 
AL Katole, KP Yellapragada, AK Bedi, SS Kalra

2015

Adding discriminative power to a generative hierarchical compositional model using histograms of compositions 
D Tabernik, A Leonardis, M Boben, D Skočaj, M Kristan

2015

Hierarchical Feature Extraction for Efficient Design of Microfluidic Flow Patterns 
KG Lore, D Stoecklein, M Davies

2015

A Unifying Variational Inference Framework for Hierarchical GraphCoupled HMM with an Application to Influenza Infection 
K Fan, C Li, K Heller

2015

Hierarchical Recognition System for Target Recognition from Sparse Representations 
Z Cui, Z Cao, J Yang, H Ren

2015

Fingerprint Image Enhancement Using Unsupervised Hierarchical Feature Learning 
M Sahasrabudhe

2015

Multimodal emotional state recognition using sequencedependent deep hierarchical features 
P Barros, D Jirak, C Weber, S Wermter

2015

Deep Hierarchical Parsing for Semantic Segmentation 
A Sharma, O Tuzel, DW Jacobs

2015

Hierarchical Committee of Deep CNNs with ExponentiallyWeighted Decision Fusion for Static Facial Expression Recognition 
BK Kim, H Lee, J Roh, SY Lee

2015

Bottom–Up Learning Of Hierarchical Models In A Class Of Deterministic Pomdp Environments 
H ITOH, H FUKUMOTO, H WAKUYA, T FURUKAWA

2015

Learning invariant object recognition from temporal correlation in a hierarchical network 
M Lessmann, RP Würtz

2015

A Doubly Hierarchical Dirichlet Process Hidden Markov Model with a NonErgodic Structure 
AHHN Torbati, J Picone

2015

Hierarchical Reinforcement Learning: A Survey 
M Al

2015

Learning Hierarchical Decision Trees for Single Image SuperResolution 
JJ Huang, WC Siu

2015

Video Event Recognition with Deep Hierarchical Context Model 
X Wang, Q Ji

2015

Hierarchical Recurrent Neural Network for Document Modeling 
R Lin, S Liu, M Yang, M Li, M Zhou, S Li

2015

Semisupervised Hierarchical Clustering Ensemble and Its Application 
W Xiao, Y Yang, H Wang, T Li, H Xing

2015

Hierarchical learning of grids of microtopics 
N Jojic, A Perina, D Kim

2015

Hierarchical Dynamical Systems 
PMN Sequeira

2015

Affect Recognition in a Realistic Movie Dataset Using a Hierarchical Approach 
J Dumoulin, D Affi, E Mugellini, O Abou Khaled

2015

Detectionn guided deconvolutional network for hierarchical feature learning 
B Liu, J Liu, H Lu

2015

Prior KnowledgeBased Automatic ObjectOriented Hierarchical Classification for Updating Detailed Land Cover Maps 
T Wu, J Luo, L Xia, Z Shen, X Hu

2015

Blockout: Dynamic Model Selection for Hierarchical Deep Networks 
C Murdock, Z Li, H Zhou, T Duerig

2015

Construction of hierarchical diagnosis network based on deep learning and its application in the fault pattern recognition of rolling element bearings 
M Gan, C Wang

2015

SelfAdaptive Hierarchical Sentence Model 
H Zhao, Z Lu, P Poupart

2015

Assessing complexity in learning outcomes–a comparison between the SOLO taxonomy and the model of hierarchical complexity 
K Stålne, S Kjellström, J Utriainen

2015

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

2015

Multiclass feature learning for hyperspectral image classification: sparse and hierarchical solutions 
D Tuia, R Flamary, N Courty

2015

Making Sense of Hidden Layer Information in Deep Networks by Learning Hierarchical Targets 
A Tushar

2015

Hierarchical reinforcement learning in a biologically plausible neural architecture 
D Rasmussen

2015

Hierarchical Image Representation Using Deep Network 
E Ergul, S Erturk, N Arica

2015

The Unsupervised Hierarchical Convolutional Sparse AutoEncoder for Neuroimaging Data Classification 
X Han, Y Zhong, L He, SY Philip, L Zhang

2015

Building Hierarchical Representations for Oracle Character and Sketch Recognition 
J Guo, C Wang, E Roman

2015

A Hierarchical Deep Temporal Model for Group Activity Recognition 
M Ibrahim, S Muralidharan, Z Deng, A Vahdat, G Mori

2015

Articulated Pose Estimation Using Hierarchical ExemplarBased Models 
J Liu, Y Li, P Allen, P Belhumeur

2015

Hierarchical Feature Learning With Dropout KMeans for Hyperspectral Image Classification 
F Zhang, B Du, L Zhang, L Zhang

2015

Hierarchical Invariant Feature Learning with Marginalization for Person ReIdentification 
RR Varior, G Wang

2015

Learning Hierarchical Space Tiling for Scene Modeling, Parsing and Attribute Tagging 
S Wang, Y Wang, SC Zhu

2015

A Hierarchical NeuroFuzzy Architecture for Human Behavior Analysis 
G Acampora, P Foggia, A Saggese, M Vento

2015

DASHN: Joint Hierarchical Domain Adaptation and Feature Learning 
H Nguyen, HT Ho, V Patel, R Chellappa

2015

Learning Contextual Dependencies with Convolutional Hierarchical Recurrent Neural Networks 
Z Zuo, B Shuai, G Wang, X Liu, X Wang, B Wang

2015

A hierarchical face recognition algorithm based on humanoid nonlinear leastsquares computation 
Z Wu, J Yuan, J Zhang, H Huang

2015

Fusion of audiovisual features using hierarchical classifier systems for the recognition of affective states and the state of depression 
M Kächele, M Glodek, D Zharkov, S Meudt

2014

Audio Concept Classification With Hierarchical Deep Neural Networks 
M Ravanelli, B Elizalde, K Ni, G Friedland, FB Kessler

2014

Toward a Universal Cortical Algorithm: Examining Hierarchical Temporal Memory in Light of Frontal Cortical Function 
MR Ferrier

2014

TANDEMbottleneck feature combination using hierarchical Deep Neural Networks 
M Ravanelli, VH Do, A Janin

2014

Irrelevant Variability Normalization via Hierarchical Deep Neural Networks for Online Handwritten Chinese Character Recognition 
J Du

2014

Dualdomain Hierarchical Classification of Phonetic Time Series 
H Hamooni, A Mueen

2014

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

2014

Sparsey^ TM: Spatiotemporal Event Recognition via Deep Hierarchical Sparse Distributed Codes 
GJ Rinkus

2014

Robust MultiLayer Hierarchical Model for Digit Character Recognition 
J Yang, Y Sun, L Zhang, Q Zhang

2014

A hierarchical structure for gesture recognition using RGBD sensor 
H Choi, H Park

2014

A compositional hierarchical model for music information retrieval 
M Pesek, A Leonardis, M Marolt

2014

Regularized Hierarchical Feature Learning with NonNegative Sparsity and Selectivity for Image Classification 
B Liu, J Liu, X Bai, H Lu

2014

Early Hierarchical Contexts Learned by Convolutional Networks for Image Segmentation 
Z Wu, Y Huang, Y Yu, L Wang, T Tan

2014

Mind the Gap: Subspace based Hierarchical Domain Adaptation 
A Raj, VP Namboodiri, T Tuytelaars

2014

HSR: L1/2 Regularized Sparse Representation for Fast Face Recognition using Hierarchical Feature Selection 
B Han, B He, T Sun, M Ma, A Lendasse

2014

Action Recognition Using Hierarchical Independent Subspace Analysis with Trajectory 
VD Luong, L Wang, G Xiao

2014

Hierarchical Tagging of Images CS 498A: Undergraduate Project 
S Garg

2014

Fingerprint Enhancement Using Unsupervised Hierarchical Feature Learning 
M Sahasrabudhe, AM Namboodiri
