Year  Title  Author 
2017

An Improved Supervised Speech Separation Method Based on Perceptual Weighted Deep Recurrent Neural Networks 
HAN Wei, X ZHANG, SUN Meng, LI Li, SHI Wenhua

2017

Deep Recurrent Neural Network for Protein Function Prediction from Sequence 
XL Liu

2017

SyncDRAW: Automatic Video Generation using Deep Recurrent A entive Architectures 
T Marwah, VN Balasubramanian

2017

Recurrent Networks With MotionBased Attention For Video Understanding 
Z LI, E Gavves, M Jain, CGM Snoek

2017

Highperformance video content recognition with longterm recurrent convolutional network for FPGA 
X Zhang, X Liu, A Ramachandran, C Zhuge, S Tang

2017

Machine Health Monitoring Using Local Featurebased Gated Recurrent Unit Networks 
R Zhao, D Wang, R Yan, K Mao, F Shen, J Wang

2017

EMGBased Estimation of Limb Movement Using Deep Learning With Recurrent Convolutional Neural Networks. 
P Xia, J Hu, Y Peng

2017

1179 Multimodal Ambulatory Sleep Detection Using Recurrent Neural Networks 
W Chen, A Sano, D Lopez, S Taylor, AW McHill

2017

Deep Recurrent Neural Networks for Hyperspectral Image Classification 
L Mou, P Ghamisi, XX Zhu

2017

Convolutional Recurrent Neural Networks for SmallFootprint Keyword Spotting 
SO Arik, M Kliegl, R Child, J Hestness, A Gibiansky

2017

Recurrent Attentional Reinforcement Learning for Multilabel Image Recognition 
T Chen, Z Wang, G Li, L Lin

2017

SAR Image Classification via Deep Recurrent Encoding Neural Networks 
J Geng, H Wang, J Fan, X Ma

2017

Predicting electricity consumption for commercial and residential buildings using deep recurrent neural networks 
A Rahman, V Srikumar, AD Smith

2017

Direct Estimation of Regional Wall Thicknesses via Residual Recurrent Neural Network 
W Xue, IB Nachum, S Pandey, J Warrington, S Leung

2017

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

2017

Action Localization In Sequential Data With Attention Proposals From A Recurrent Network 
M Jain, Z LI, E Gavves, CGM Snoek

2017

Video Analysis With Convolutional Attention Recurrent Neural Networks 
Z LI, E Gavves, M Jain, CGM Snoek

2017

Algorithmic Music Composition using Recurrent Neural Networking 
KC Huang, Q Jung, J Lu

2017

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

2017

Recurrent Multimodal Interaction for Referring Image Segmentation 
C Liu, Z Lin, X Shen, J Yang, X Lu, A Yuille

2017

Cotraining an Improved Recurrent Neural Network with Probability Statistic Models for Named Entity Recognition 
Y Sun, L Li, Z Xie, Q Xie, X Li, G Xu

2017

Contemporary deep recurrent learning for recognition 
KM Iftekharuddin, M Alam, L Vidyaratne

2017

Deep Recurrent Neural Networks in Speech Synthesis Using a Continuous Vocoder 
MS Al

2017

Deep ImagetoImage Recurrent Network with Shape Basis Learning for Automatic Vertebra Labeling in LargeScale 3D CT Volumes 
D Yang, T Xiong, D Xu, SK Zhou, Z Xu, M Chen

2017

Deep recurrent neural networks based binaural speech segregation for the selection of closest target of interest 
R Venkatesan, AB Ganesh

2017

Deep Recurrent Conditional Random Field Network for Protein Secondary Prediction 
AR Johansen, CK Sønderby, SK Sønderby, O Winther

2017

Face Alignment Recurrent Network 
Q Hou, J Wang, R Bai, S Zhou, Y Gong

2017

Gradual Learning of Deep Recurrent Neural Networks 
Z Aharoni, G Rattner, H Permuter

2017

Recurrent neural networks: methods and applications to nonlinear predictions 
A Bay, E Magli

2017

Recurrent Convolutional Neural Network For Speech Processing 
Y Zhao, X Jin, X Hu

2017

Language Generation with Recurrent Generative Adversarial Networks without Pretraining 
O Press, A Bar, B Bogin, J Berant, L Wolf

2017

Deep Recurrent Neural Network with Multiple Time scale and Its Real World Applications 
M Lee

2017

Predicting the occurrence of world news events using recurrent neural networks and autoregressive moving average models 
EM Smith, J Smith, P Legg, S Francis

2017

Deep EndoVO: A Recurrent Convolutional Neural Network (RCNN) based Visual Odometry Approach for Endoscopic Capsule Robots 
M Turan, Y Almalioglu, H Araujo, E Konukoglu, M Sitti

2017

A pilot study in using deeplearning to predict limited lifeexpectancy in women with recurrent cervical cancer 
K Matsuo, S Purushotham, A Moeini, G Li, H Machida

2017

Fast Recurrent Fully Convolutional Networks for Direct Perception in Autonomous Driving 
Y Hou, S Hornauer, K Zipser

2017

Fullie and Wiselie: A DualStream Recurrent Convolutional Attention Model for Activity Recognition 
K Chen, L Yao, T Gu, Z Yu, X Wang, D Zhang

2017

State inference of RNA secondary structures with deep recurrent neural networks 
D Willmott, D Murrugarra, Q Ye

2017

Six DegreeofFreedom Localization of Endoscopic Capsule Robots using Recurrent Neural Networks embedded into a Convolutional Neural Network 
M Turan, A Abdullah, R Jamiruddin, H Araujo

2017

Recurrent Attention Network using Spatialtemporal Relations for Action Recognition 
M Zhang, Y Yang, Y Ji, N Xie, F Shen

2017

An energyefficient deep learning processor with heterogeneous multicore architecture for convolutional neural networks and recurrent neural networks 
D Shin, J Lee, J Lee, J Lee, HJ Yoo

2017

Detecting Target Text Related to Algorithmic Efficiency in Scholarly Big Data Using Recurrent Convolutional Neural Network Model 
M Ali, S Tuarob

2017

Recurrent convolutional face alignment 
W Wang, S Tulyakov, N Sebe

2017

Convolutional over Recurrent Encoder for Neural Machine Translation 
P Dakwale, C Monz

2017

Realvalued (Medical) Time Series Generation with Recurrent Conditional GANs 
C Esteban, SL Hyland, G Rätsch

2017

Semantic Video Segmentation by Gated Recurrent Flow Propagation 
D Nilsson, C Sminchisescu

2017

Learning Auxiliary Categorical Information For Speech Synthesis Based On Deep And Recurrent Neural Networks 
Z Wen, K Li, Z Huang, J Tao, CH Lee

2017

Deep Learning Approach for Intrusion Detection System (IDS) in the Internet of Things (IoT) Network using Gated Recurrent Neural Networks (GRU) 
MK Putchala

2017

Deep Residual Recurrent Neural Networks for Characterisation of Cardiac Cycle Phase from Echocardiograms 
FT Dezaki, N Dhungel, AH Abdi, C Luong, T Tsang

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

When Recurrent Neural Networks meet the Neighborhood for SessionBased Recommendation 
D Jannach, M Ludewig

2017

Sequential Userbased Recurrent Neural Network Recommendations 
T Donkers, B Loepp, J Ziegler

2017

SqueezeSeg: Convolutional Neural Nets with Recurrent CRF for RealTime RoadObject Segmentation from 3D LiDAR Point Cloud 
B Wu, A Wan, X Yue, K Keutzer

2017

Modalityspecific Crossmodal Similarity Measurement with Recurrent Attention Network 
Y Peng, J Qi, Y Yuan

2017

Gated Recurrent Convolution Neural Network for OCR 
J Wang, X Hu

2017

Thalamus Gated Recurrent Modules 
D Hafner, A Irpan, J Davidson, N Heess

2017

Land Cover Classification via Multitemporal Spatial Data by Deep Recurrent Neural Networks 
D Ienco, R Gaetano, C Dupaquier, P Maurel

2017

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

2017

Irony Detection with Attentive Recurrent Neural Networks 
YH Huang, HH Huang, HH Chen

2017

Online Action Detection And Forecast Via Multitask Deep Recurrent Neural Networks 
C Liu, Y Li, Y Hu, J Liu

2017

Delineation of Skin Strata in Reflectance Confocal Microscopy Images using Recurrent Convolutional Networks with Toeplitz Attention 
A Bozkurt, K Kose, J Coll

2017

Denoising Gravitational Waves using Deep Learning with Recurrent Denoising Autoencoders 
H Shen, D George, EA Huerta, Z Zhao

2017

Recurrent Segmentation for Variable Computational Budgets 
L McIntosh, D Sussillo, N Maheswaranathan, J Shlens

2017

Recurrent Generative Adversarial Networks for Proximal Learning and Automated Compressive Image Recovery 
M Mardani, H Monajemi, V Papyan, S Vasanawala

2017

Multitalker Speech Separation with Utterancelevel Permutation Invariant Training of Deep Recurrent Neural Networks 
M Kolbæk, D Yu, ZH Tan, J Jensen

2017

TricorNet: A Hybrid Temporal Convolutional and Recurrent Network for Video Action Segmentation 
L Ding, C Xu

2017

SAR Target Recognition Using the Multiaspectaware Bidirectional LSTM Recurrent Neural Networks 
F Zhang, C Hu, Q Yin, W Li, H Li, W Hong

2017

Feature Extraction via Recurrent Random Deep Ensembles and its Application in Gruoplevel Happiness Estimation 
S Tang, Y Pan

2017

A New Temporal Abstraction for Health Diagnosis Prediction using Deep Recurrent Networks 
A Manashty, JL Thomson

2017

Adult Content Detection in Videos with Convolutional and Recurrent Neural Networks 
J Wehrmann, GS Simões, RC Barros, VF Cavalcante

2017

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

2017

Explaining Recurrent Neural Network Predictions in Sentiment Analysis 
L Arras, G Montavon, KR Müller, W Samek

2017

Aspect of Blame in Tweets: A Deep Recurrent Neural Network Approach 
H Wandabwa, MA Naeem, F Mirza

2017

An Analysis of Convolutional LongShort Term Memory Recurrent Neural Networks for Gesture Recognition 
E Tsironi, P Barros, C Weber, S Wermter

2017

A multiple time seriesbased recurrent neural network for shortterm load forecasting 
B Zhang, JL Wu, PC Chang

2017

Building Recurrent Networks by Unfolding Iterative Thresholding for Sequential Sparse Recovery 
S Wisdom, T Powers, J Pitton, L Atlas

2017

Drum Transcription From Polyphonic Music With Recurrent Neural Networks 
R Vogl, M Dorfer, P Knees

2017

DeepVO: towards endtoend visual odometry with deep recurrent convolutional neural networks 
S Wang, R Clark, H Wen, N Trigoni

2017

Inception Recurrent Convolutional Neural Network for Object Recognition 
MZ Alom, M Hasan, C Yakopcic, TM Taha

2017

A novel recurrent hybrid network for feature fusion in action recognition 
S Yu, Y Cheng, L Xie, Z Luo, M Huang, S Li

2017

Recurrent Convolutional Neural Network for Answer Selection in Community Question Answering 
X Zhou, B Hu, Q Chen, X Wang

2017

Blood Pressure Prediction via Recurrent Models with Contextual Layer 
X Li, S Wu, L Wang

2017

Recurrent Neural System with Minimum Complexity: A Deep Learning Perspective 
X Sun, T Li, Y Li, Q Li, Y Huang, J Liu

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

Sequencespecific bias correction for RNAseq data using recurrent neural networks 
Y Zhang, R Yamaguchi, S Imoto, S Miyano

2017

Video SuperResolution via Bidirectional Recurrent Convolutional Networks. 
Y Huang, W Wang, L Wang

2017

Two streams recurrent neural networks for largescale continuous gesture recognition 
X Chai, Z Liu, F Yin, Z Liu, X Chen

2017

BLSTM Recurrent Neural Network for Object Recognition 
Y Qin

2017

Retrieval of Sentence Sequences for an Image Stream via Coherence Recurrent Convolutional Networks. 
C Park, Y Kim, G Kim

2017

Drugdrug Interaction Extraction via Recurrent Neural Network with Multiple Attention Layers 
Z Yi, S Li, J Yu, Q Wu

2017

Object recognition using cellular simultaneous recurrent networks and convolutional neural network 
MZ Alom, M Alam, TM Taha, KM Iftekharuddin

2017

Adaptive learning method of recurrent temporal deep belief network to analyze time series data 
T Ichimura, S Kamada

2017

The implementation of a Deep Recurrent Neural Network Language Model on a Xilinx FPGA 
Y Hao, S Quigley

2017

Convolutional and Recurrent Neural Networks for Activity Recognition in Smart Environment 
M Geist, A Holzinger

2017

Music emotion analysis using semantic embedding recurrent neural networks 
J Jakubik, H Kwaśnicka

2017

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

2017

Customer Profile Learning Based On SemiSupervised Recurrent Neural Network Using Partially Labeled Sequence Data 
H Li, A Sheopuri, J Yi, Q Yu

2017

Source separation using dictionary learning and deep recurrent neural network with locality preserving constraint 
T Pham, YS Lee, S Mathulaprangsan, JC Wang

2017

An endtoend recognizer for inair handwritten Chinese characters based on a new recurrent neural networks 
H Ren, W Wang, K Lu, J Zhou, Q Yuan

2016

Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation 
J Chen, L Yang, Y Zhang, M Alber, DZ Chen

2016

Generating images with recurrent adversarial networks 
DJ Im, CD Kim, H Jiang, R Memisevic

2016

Predicting Clinical Events by Combining Static and Dynamic Information Using Recurrent Neural Networks 
C Esteban, O Staeck, Y Yang, V Tresp

2016

Learning to Communicate to Solve Riddles with Deep Distributed Recurrent QNetworks 
JN Foerster, YM Assael, N de Freitas, S Whiteson

2016

Memory Matters: Convolutional Recurrent Neural Network for Scene Text Recognition 
G Qiang, T Dan, L Guohui, L Jun

2016

Recurrent Fully Convolutional Networks for Video Segmentation 
S Valipour, M Siam, M Jagersand, N Ray

2016

Semisupervised Learning with EncoderDecoder Recurrent Neural Networks: Experiments with Motion Capture Sequences 
C Pal

2016

Investigating gated recurrent neural networks for speech synthesis 
Z Wu, S King

2016

Shape Completion with Recurrent Memory 
X Yang, L Yu, L Wu, D Ni, PA Heng

2016

Training Recurrent Neural Networks by Diffusion 
H Mobahi

2016

Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition 
FJ Ordóñez, D Roggen

2016

LIVELINET: A Multimodal Deep Recurrent Neural Network to Predict Liveliness in Educational Videos 
A Sharma, A Biswas, A Gandhi, S Patil, O Deshmukh

2016

Discriminatively Trained Recurrent Neural Networks for Continuous Dimensional Emotion Recognition from Audio 
F Weninger, F Ringeval, E Marchi, B Schuller

2016

Learning Word Dependencies in Text by Means of a Deep Recurrent Belief Network 
I Chaturvedi, YS Ong, IW Tsang, RE Welsch

2016

Using recurrent neural network models for early detection of heart failure onset 
E Choi, A Schuetz, WF Stewart, J Sun

2016

Recurrent Neural Network with Word Embedding for Complaint Classification 
P Assawinjaipetch, V Sornlertlamvanich, K Shirai

2016

MonetStyle Images Generation Using Recurrent Neural Networks 
Y Zhao, D Xu

2016

Unsupervised Learning from Continuous Video in a Scalable Predictive Recurrent Network 
F Piekniewski, P Laurent, C Petre, M Richert, D Fisher

2016

A Deep Spatial Contextual Longterm Recurrent Convolutional Network for Saliency Detection 
N Liu, J Han

2016

LatticeBased Recurrent Neural Network Encoders for Neural Machine Translation 
J Su, Z Tan, D Xiong, Y Liu

2016

Siamese Recurrent Architectures for Learning Sentence Similarity 
J Mueller, A Thyagarajan

2016

Recurrent Image Captioner: Describing Images with SpatialInvariant Transformation and Attention Filtering 
H Liu, Y Yang, F Shen, L Duan, HT Shen

2016

CSVideoNet: A Recurrent Convolutional Neural Network for Compressive Sensing Video Reconstruction 
K Xu, F Ren

2016

Recurrent Neural Networks for Multivariate Time Series with Missing Values 
Z Che, S Purushotham, K Cho, D Sontag, Y Liu

2016

Phased LSTM: Accelerating Recurrent Network Training for Long or Eventbased Sequences 
D Neil, M Pfeiffer, SC Liu

2016

Recurrent Neural Networks With Limited Numerical Precision 
J Ott, Z Lin, Y Zhang, SC Liu, Y Bengio

2016

Attention Based Recurrent Neural Networks for Online Advertising 
S Zhai, K Chang, R Zhang, Z Zhang

2016

Online Multitarget Tracking using Recurrent Neural Networks 
A Milan, SH Rezatofighi, A Dick, K Schindler, I Reid

2016

Bridging the Gaps Between Residual Learning, Recurrent Neural Networks and Visual Cortex 
Q Liao, T Poggio

2016

Viewpoint Invariant 3D Human Pose Estimation with Recurrent Error Feedback 
A Haque, B Peng, Z Luo, A Alahi, S Yeung, L Fei

2016

Algorithmic Composition of Melodies with Deep Recurrent Neural Networks 
F Colombo, SP Muscinelli, A Seeholzer, J Brea

2016

Streaming Normalization: Towards Simpler and More Biologicallyplausible Normalizations for Online and Recurrent Learning 
Q Liao, K Kawaguchi, T Poggio

2016

Recursive Recurrent Nets with Attention Modeling for OCR in the Wild 
CY Lee, S Osindero

2016

GeThRNet: A Generalized Temporally Hybrid Recurrent Neural Network for Multimodal Information Fusion 
A Gandhi, A Sharma, A Biswas, O Deshmukh

2016

Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding 
A Jaech, L Heck, M Ostendorf

2016

Development of a sound coding strategy based on a deep recurrent neural network for monaural source separation in cochlear implants 
W Nogueira, T Gajecki, B Krüger, J Janer, A Büchner

2016

Recurrent ExponentialFamily Harmoniums without BackpropThroughTime 
JG Makin, BK Dichter, PN Sabes

2016

Mnemonic Descent Method: A recurrent process applied for endtoend face alignment 
G Trigeorgis, P Snape, MA Nicolaou, E Antonakos

2016

Recurrent Attentional Networks for Saliency Detection 
J Kuen, Z Wang, G Wang

2016

Learning Compact Recurrent Neural Networks 
Z Lu, V Sindhwani, TN Sainath

2016

Information retrieval in instant messaging platforms using Recurrent Neural Networks 
JHP Suorra

2016

Representation of linguistic form and function in recurrent neural networks 
Á Kádár, G Chrupała, A Alishahi

2016

Architectural Complexity Measures of Recurrent Neural Networks 
S Zhang, Y Wu, T Che, Z Lin, R Memisevic

2016

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

2016

Pixel Recurrent Neural Networks 
A Oord, N Kalchbrenner, K Kavukcuoglu

2016

Online Detection and Classification of Dynamic Hand Gestures With Recurrent 3D Convolutional Neural Network 
P Molchanov, X Yang, S Gupta, K Kim, S Tyree, J Kautz

2016

Recurrent Mixture Density Network for Spatiotemporal Visual Attention 
L Bazzani, H Larochelle, L Torresani

2016

Learning to Read Chest XRays: Recurrent Neural Cascade Model for Automated Image Annotation 
HC Shin, K Roberts, L Lu, D Demner

2016

Recurrent Support Vector Machines For Slot Tagging In Spoken Language Understanding 
Y Shi, K Yao, H Chen, D Yu, YC Pan, MY Hwang

2016

Automatic scanpath generation with deep recurrent neural networks 
D Simon, S Sridharan, S Sah, R Ptucha, C Kanan

2016

Recurrent Neural Networks with Elastic Time Context in Language Modeling 
K Beneš

2016

CUFE at SemEval2016 Task 4: A gated recurrent model for sentiment classification 
M Nabil, M Aly, AF Atiya

2016

YZUNLP Team at SemEval2016 Task 4: Ordinal Sentiment Classification Using a Recurrent Convolutional Network 
Y He, LC Yu, CS Yang, KR Lai, W Liu

2016

EndtoEnd Instance Segmentation and Counting with Recurrent Attention 
M Ren, RS Zemel

2016

Recurrent Neural Networks For Drum Transcription 
R Vogl, M Dorfer, P Knees

2016

Learning SpatialSemantic Context with Fully Convolutional Recurrent Network for Online Handwritten Chinese Text Recognition 
Z Xie, Z Sun, L Jin, H Ni, T Lyons

2016

Convolutional Gated Recurrent Networks for Video Segmentation 
M Siam, S Valipour, M Jagersand, N Ray

2016

SyncDRAW: Automatic GIF Generation using Deep Recurrent Attentive Architectures 
G Mittal, T Marwah, V Balasubramanian

2016

Temporal Activity Detection in Untrimmed Videos with Recurrent Neural Networks 
A Montes, A Salvador, X Giro

2016

Realtime control of sequence generation with character based Long Short Term Memory Recurrent Neural Networks 
M Akten

2016

Recurrent Convolutional Network for Videobased Person ReIdentification 
N McLaughlin, J Martinez del Rincon, P Miller

2016

Recurrent Human Pose Estimation 
V Belagiannis, A Zisserman

2016

Universal Approximation Results for the Temporal Restricted Boltzmann Machine and the Recurrent Temporal Restricted Boltzmann Machine 
S Odense, R Edwards

2016

A Depth Camerabased Human Activity Recognition via Deep Learning Recurrent Neural Network for Health and Social Care Services 
SU Park, JH Park, MA Al

2016

Deep Recurrent Neural Networks for Supernovae Classification 
T Charnock, A Moss

2016

Efficient Characterlevel Document Classification by Combining Convolution and Recurrent Layers 
Y Xiao, K Cho

2016

Deep Tracking: Seeing Beyond Seeing Using Recurrent Neural Networks 
P Ondruska, I Posner

2016

Unsupervised Learning of Audio Segment Representations using Sequencetosequence Recurrent Neural Networks 
YA Chung, CC Wu, CH Shen, HY Lee

2016

Blind Room Acoustics Characterization Using Recurrent Neural Networks and Modulation Spectrum Dynamics 
JF Santos, TH Falk

2016

ContextBased Error Correction Scheme Using Recurrent Neural Network for Resilient and Efficient IntraChip Data Transmission 
N Sugaya, M Natsui, T Hanyu

2016

Spatially Supervised Recurrent Convolutional Neural Networks for Visual Object Tracking 
G Ning, Z Zhang, C Huang, Z He, X Ren, H Wang

2016

Fully Convolutional Recurrent Network for Handwritten Chinese Text Recognition 
Z Xie, Z Sun, L Jin, Z Feng, S Zhang

2016

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

2016

Recurrent Fully Convolutional Neural Networks for Multislice MRI Cardiac Segmentation 
RPK Poudel, P Lamata, G Montana

2016

A Latent Variable Recurrent Neural Network for Discourse Relation Language Models 
Y Ji, G Haffari, J Eisenstein

2016

DeeplySupervised Recurrent Convolutional Neural Network for Saliency Detection 
Y Tang, X Wu, W Bu

2016

Finegrained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images 
X Yang, L Yu, L Wu, Y Wang, D Ni, J Qin, PA Heng

2016

TrimZero: A Torch Recurrent Module for Efficient Natural Language Processing 
JH Kim, J Kim, JW Ha, BT Zhang13

2016

Railway Track Circuit Fault Diagnosis Using Recurrent Neural Networks. 
T de Bruin, K Verbert, R Babuska

2016

Recurrent 3D Attentional Networks for EndtoEnd Active Object Recognition in Cluttered Scenes 
M Liu, Y Shi, L Zheng, K Xu

2016

Learning to Learn and Compositionality with Deep Recurrent Neural Networks: Learning to Learn and Compositionality 
N de Freitas

2016

Event nugget detection with forwardbackward recurrent neural networks 
R Ghaeini, XZ Fern, L Huang, P Tadepalli

2016

Railway Track Circuit Fault Diagnosis Using Recurrent Neural Networks 
T de Bruin, K Verbert, R BabuŠka

2016

Deep Edge Guided Recurrent Residual Learning for Image SuperResolution 
W Yang, J Feng, J Yang, F Zhao, J Liu, Z Guo, S Yan

2016

Deep, Convolutional, and Recurrent Models for Human Activity Recognition using Wearables 
NY Hammerla, S Halloran, T Ploetz

2016

Recurrent Neural Networks for Customer Purchase Prediction on Twitter 
M Korpusik, S Sakaki, FCYY Chen

2016

Autonomous driving challenge: To Infer the property of a dynamic object based on its motion pattern using recurrent neural network 
M Fathollahi, R Kasturi

2016

Delta Networks for Optimized Recurrent Network Computation 
D Neil, JH Lee, T Delbruck, SC Liu

2016

Learning to predict where to look in interactive environments using deep recurrent qlearning 
S Mousavi, A Borji, N Mozayani

2016

RETURNN: The RWTH Extensible Training framework for Universal Recurrent Neural Networks 
P Doetsch, A Zeyer, P Voigtlaender, I Kulikov

2016

Negation Scope Detection with Recurrent Neural Networks Models in Review Texts 
L Lazib, Y Zhao, B Qin, T Liu

2016

Dynamic Approximation with Feedback Control for EnergyEfficient Recurrent Neural Network Hardware 
J Kung, D Kim, S Mukhopadhyay

2016

Stylistic Transfer in Natural Language Generation Systems Using Recurrent Neural Networks 
J Kabbara, JCK Cheung

2016

A Recurrent EncoderDecoder Network for Sequential Face Alignment 
X Peng, RS Feris, X Wang, DN Metaxas

2016

Feedback recurrent neural networkbased embedded vector and its application in topic model 
L Li, S Gan, X Yin

2016

Classification of Speaker Intoxication Using a Bidirectional Recurrent Neural Network 
K Berninger, J Hoppe, B Milde

2016

Investigating Gated Recurrent Networks For Speech Synthesis 
Z Wu, S King

2016

Modeling Time Series Similarity with Siamese Recurrent Networks 
W Pei, DMJ Tax, L van der Maaten

2016

Multitask Recurrent Model for Speech and Speaker Recognition 
Z Tang, L Li, D Wang

2016

deepTarget: Endtoend Learning Framework for microRNA Target Prediction using Deep Recurrent Neural Networks 
B Lee, J Baek, S Park, S Yoon

2016

LargeScale Item Categorization in eCommerce Using Multiple Recurrent Neural Networks 
JW Ha, H Pyo, J Kim

2016

Recurrent Coevolutionary Latent Feature Processes for ContinuousTime Recommendation 
H Dai, Y Wang, R Trivedi, L Song

2015

Multimodal Dimensional Emotion Recognition using Recurrent Neural Networks 
S Chen, Q Jin

2015

DRAW: A Recurrent Neural Network For Image Generation 
K Gregor, I Danihelka, A Graves, D Wierstra

2015

Joint Optimization of Masks and Deep Recurrent Neural Networks for Monaural Source Separation 
PS Huang, M Kim, M Hasegawa

2015

Learning Morphological Transformations with Recurrent Neural Networks 
S Biswas, T Breuel

2015

Unsupervised Extraction of Video Highlights Via Robust Recurrent Autoencoders 
H Yang, B Wang, S Lin, D Wipf, M Guo, B Guo

2015

Batch Normalized Recurrent Neural Networks 
C Laurent, G Pereyra, P Brakel, Y Zhang, Y Bengio

2015

An Improved Computer Interface Comprising a Recurrent Neural Network and a Natural User Interface 
J Yang, R Horie

2015

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

2015

A Recurrent Multilayer Model with Hebbian Learning and Intrinsic Plasticity Leads to Invariant Object Recognition and Biologically Plausible Receptive Fields 
M Teichmann, FH Hamker

2015

Recurrent Network Models for Human Dynamics 
K Fragkiadaki, S Levine, P Felsen, J Malik

2015

Detecting Interrogative Utterances with Recurrent Neural Networks 
J Chung, J Devlin, HH Awadalla

2015

Learning Statistical Scripts with LSTM Recurrent Neural Networks 
K Pichotta, RJ Mooney

2015

Voice Conversion Using Deep Bidirectional Long ShortTerm Memory Based Recurrent Neural Networks 
L Sun, S Kang, K Li, H Meng

2015

Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking 
TH Wen, M Gašic, D Kim, N Mrkšic, PH Su, D Vandyke

2015

A Tutorial on Deep Learning Part 2: Autoencoders, Convolutional Neural Networks and Recurrent Neural Networks 
QV Le

2015

Classification of Occluded Objects using Fast Recurrent Processing 
O Yilmaz

2015

On Speaker Adaptation of Long ShortTerm Memory Recurrent Neural Networks 
Y Miao, F Metze

2015

Deep Recurrent QLearning for Partially Observable MDPs 
M Hausknecht, P Stone

2015

Unsupervised Learning of Multiple Languages Using Recurrent Neural Networks 
MP Nieto, M Berglund, T Raiko

2015

Recurrent Neural Networks for Emotion Recognition in Video 
S Ebrahimi Kahou, V Michalski, K Konda, R Memisevic

2015

Exploring Recurrent Neural Networks to Detect Named Entities from Biomedical Text 
L Li, L Jin, D Huang

2015

Recurrent Network Models for Kinematic Tracking 
K Fragkiadaki, S Levine, J Malik

2015

Multimodal Dimensional Affect Recognition Using Deep Bidirectional Long ShortTerm Memory Recurrent Neural Networks 
E Pei, L Yang, D Jiang, H Sahli

2015

Learning WakeSleep Recurrent Attention Models 
J Ba, R Grosse, R Salakhutdinov, B Frey

2015

Unidirectional Long ShortTerm Memory Recurrent Neural Network With Recurrent Output Layer For LowLatency Speech … 
H Zen, H Sak

2015

Recurrent neural network 
B RNN

2015

Convolutional Recurrent Neural Networks: Learning Spatial Dependencies for Image Representation 
Z Zuo, B Shuai, G Wang, X Liu, X Wang, B Wang

2015

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

2015

Recurrent Neural Networks for Driver Activity Anticipation via SensoryFusion Architecture 
A Jain, A Singh, HS Koppula, S Soh, A Saxena

2015

Recurrent Spatial Transformer Networks 
SK Sønderby, CK Sønderby, L Maaløe, O Winther

2015

Video captioning with recurrent networks based on frameand videolevel features and visual content classification 
R Shetty, J Laaksonen

2015

Conditional Random Fields as Recurrent Neural Networks 
S Zheng, S Jayasumana, B Romera

2015

Recurrent Neural Network Training with Dark Knowledge Transfer 
D Wang, C Liu, Z Tang, Z Zhang, M Zhao

2015

Convolutional Neural Networks with Intralayer Recurrent Connections for Scene Labeling 
M Liang, X Hu, B Zhang

2015

A Theoretically Grounded Application of Dropout in Recurrent Neural Networks 
Y Gal

2015

DNALevel Splice Junction Prediction using Deep Recurrent Neural Networks 
B Lee, T Lee, B Na, S Yoon

2015

Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks 
S Bengio, O Vinyals, N Jaitly, N Shazeer

2015

Relation Classification via Recurrent Neural Network 
D Zhang, D Wang

2015

Incremental Recurrent Neural Network Dependency Parser with Searchbased Discriminative Training 
M Yazdani, J Henderson

2015

A hypothesizeandverify framework for Text Recognition using Deep Recurrent Neural Networks 
A Ray, S Rajeswar, S Chaudhury

2015

First Step toward ModelFree, Anonymous Object Tracking with Recurrent Neural Networks 
Q Gan, Q Guo, Z Zhang, K Cho

2015

Improving performance of recurrent neural network with relu nonlinearity 
SS Talathi, A Vartak

2015

Learning to Diagnose with LSTM Recurrent Neural Networks 
ZC Lipton, DC Kale, C Elkan, R Wetzell

2015

ReNet: A Recurrent Neural Network Based Alternative to Convolutional Networks 
F Visin, K Kastner, K Cho, M Matteucci, A Courville

2015

FPGA Acceleration of Recurrent Neural Network based Language Model 
S Li, C Wu, HH Li, B Li, Y Wang, Q Qiu

2015

PhaseSensitive And RecognitionBoosted Speech Separation Using Deep Recurrent Neural Networks 
H Erdogan, JR Hershey, S Watanabe, J Le Roux

2015

Structure Inference Machines: Recurrent Neural Networks for Analyzing Relations in Group Activity Recognition 
Z Deng, A Vahdat, H Hu, G Mori

2015

Inferring Algorithmic Patterns with StackAugmented Recurrent Nets 
A Joulin, T Mikolov

2015

Bidirectional Recurrent Convolutional Networks for MultiFrame SuperResolution 
Y Huang, W Wang, L Wang

2015

Weaklysupervised disentangling with recurrent transformations for 3d view synthesis 
J Yang, SE Reed, MH Yang, H Lee

2015

Deep Attention Recurrent QNetwork 
I Sorokin, A Seleznev, M Pavlov, A Fedorov, A Ignateva

2015

Recurrent Instance Segmentation 
B Romera

2015

On Learning to Think: Algorithmic Information Theory for Novel Combinations of Reinforcement Learning Controllers and Recurrent Neural World Models 
J Schmidhuber

2015

Deep Recurrent Neural Networks for Sequential Phenotype Prediction in Genomics 
F Pouladi, H Salehinejad, AM Gilani

2015

Bidirectional Recurrent Neural Networks as Generative ModelsReconstructing Gaps in Time Series 
M Berglund, T Raiko, M Honkala, L Kärkkäinen

2015

A Simple Way to Initialize Recurrent Networks of Rectified Linear Units 
QV Le, N Jaitly, GE Hinton

2015

Deep Recurrent Neural Networks for Acoustic Modelling 
W Chan, I Lane

2015

Deep Learning and Recurrent Connectionistbased Approaches for Arabic Text Recognition in Videos 
S Yousfi, SA Berrani, C Garcia

2015

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

2015

Recurrent Reinforcement Learning: A Hybrid Approach 
X Li, L Li, J Gao, X He, J Chen, L Deng, J He

2014

Longterm Recurrent Convolutional Networks for Visual Recognition and Description 
J Donahue, LA Hendricks, S Guadarrama, M Rohrbach

2014

Endtoend Continuous Speech Recognition using Attentionbased Recurrent NN: First Results 
J Chorowski, D Bahdanau, K Cho, Y Bengio

2014

Modular deep Recurrent Neural Network: Application to quadrotors 
N Mohajerin, SL Waslander

2014

Regularizing Recurrent NetworksOn Injected Noise and Normbased Methods 
S Ognawala, J Bayer

2014

Explain Images with Multimodal Recurrent Neural Networks 
J Mao, W Xu, Y Yang, J Wang, AL Yuille

2014

Using Recurrent Neural Networks for Slot Filling in Spoken Language Understanding 
G Mesnil, Y Dauphin, K Yao, Y Bengio, L Deng

2014

Pretraining of Recurrent Neural Networks via Linear Autoencoders 
L Pasa, A Sperduti

2014

Learning a Recurrent Visual Representation for Image Caption Generation 
X Chen, CL Zitnick

2014

Translating Videos to Natural Language Using Deep Recurrent Neural Networks 
S Venugopalan, H Xu, J Donahue, M Rohrbach

2014

Voice Conversion Using RNN PreTrained by Recurrent Temporal Restricted Boltzmann Machines 
T Nakashika, T Takiguchi, Y Ariki

2014

Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling 
J Chung, C Gulcehre, KH Cho, Y Bengio

2014

Conditional Computation in Deep and Recurrent Neural Networks 
AS Davis

2014

Introducing CURRENNT–the Munich opensource CUDA RecurREnt Neural Network Toolkit 
F Weninger, J Bergmann, B Schuller

2014

Recurrent Neural Networks and Related Models 
D Yu, L Deng
