Deep Learning Publication Navigator - subtopic: hierarchical


Year TitleAuthor
2017   Using multi-stream 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 multi-class classification in multimodal spacecraft data using DNN and weighted support vector machine  K Li, Y Wu, Y Nan, P Li, Y Li
2017   Real-time 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 Plug-in Maximum A Posteriori Decoders in Deep Neural Networks-based Speech Recognition and Speaker Adaptation  Z Huang, SM Siniscalchi, CH Lee
2017   Graspable Object Classification with Multi-loss Hierarchical Representations  Z Wang, Z Li, B Wang, H Liu
2017   Machine Learning by Two-Dimensional 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   EEG-based emotion recognition using hierarchical network with subnetwork nodes  Y Yang, QMJ Wu, WL Zheng, BL Lu
2017   Large-Scale Location-Aware Services in Access: Hierarchical Building/Floor Classification and Location Estimation using Wi-Fi Fingerprinting Based on Deep Neural …  KS Kim, R Wang, Z Zhong, Z Tan, H Song, J Cha
2017   Hierarchical Multimodal Fusion of Deep-Learned 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   Spatial-Aware 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 long-range residue-residue 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 Latent-Variable 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 spatio-temporal 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 k-means  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   HD-MTL: Hierarchical Deep Multi-Task Learning for Large-Scale 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 Long-term Video Prediction  P Wang, Z Yan, J Zhang
2017   Hierarchical Implicit Models and Likelihood-Free 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 Mesh-Based 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 Classifier--Exploiting 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 multi-organ 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 Logo-405  S Hou, J Lin, S Zhou, M Qin, W Jia, Y Zheng 
2017   Eigen-Distortions of Hierarchical Representations  A Berardino, J Ballé, V Laparra, EP Simoncelli 
2017   CCL: Cross-modal Correlation Learning with Multi-grained 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 long-range residue-residue contact prediction using a hierarchical strategy.  D Xiong, J Zeng, H Gong
2017   Deep Learning of Semi-supervised 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 Spatio-temporal 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   Large-scale Multi-class and Hierarchical Product Categorization for an E-commerce Giant  A Cevahir, K Murakami
2016   Deep Roots: Improving CNN Efficiency with Hierarchical Filter Groups  Y Ioannou, D Robertson, R Cipolla, A Criminisi
2016   I-theory 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 Spatio-Temporal 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   Privacy-cnh: 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 Multi-scale 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 network-based 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 sea-ice thickness  A Mozaffari, KA Scott, NL Azad
2016   Hierarchical Autoassociative Polynomial Network for Deep Learning of Complex Manifolds  TH Aspiras
2016   Modality-specific and hierarchical feature learning for RGB-D hand-held 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 pre-training extracts hierarchical features and enhances classification performance: Evidence from whole-brain …  J Kim, VD Calhoun, E Shim, JH Lee
2015   Hierarchical stress modeling and generation in mandarin for expressive Text-to-Speech  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 Spectral-Spatial 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 RGB-D 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 High-Resolution 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 Graph-Coupled 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 sequence-dependent 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 Exponentially-Weighted 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 Non-Ergodic Structure  AHHN Torbati, J Picone
2015   Hierarchical Reinforcement Learning: A Survey  M Al
2015   Learning Hierarchical Decision Trees for Single Image Super-Resolution  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   Semi-supervised 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 Knowledge-Based Automatic Object-Oriented 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   Self-Adaptive 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 Auto-Encoder 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 Exemplar-Based Models  J Liu, Y Li, P Allen, P Belhumeur
2015   Hierarchical Feature Learning With Dropout K-Means for Hyperspectral Image Classification  F Zhang, B Du, L Zhang, L Zhang
2015   Hierarchical Invariant Feature Learning with Marginalization for Person Re-Identification  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 Neuro-Fuzzy Architecture for Human Behavior Analysis  G Acampora, P Foggia, A Saggese, M Vento
2015   DASH-N: 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 least-squares computation  Z Wu, J Yuan, J Zhang, H Huang
2015   Fusion of audio-visual 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   TANDEM-bottleneck 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   Dual-domain 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 Multi-Layer Hierarchical Model for Digit Character Recognition  J Yang, Y Sun, L Zhang, Q Zhang
2014   A hierarchical structure for gesture recognition using RGB-D 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 Non-Negative 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