Deep Learning Publication Navigator - subtopic: recurrent neural networks


Year TitleAuthor
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   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 Small-Footprint Keyword Spotting  SO Arik, M Kliegl, R Child, J Hestness, A Gibiansky
2017   Predicting electricity consumption for commercial and residential buildings using deep recurrent neural networks  A Rahman, V Srikumar, AD Smith 
2017   Video Analysis With Convolutional Attention Recurrent Neural Networks  Z LI, E Gavves, M Jain, CGM Snoek 
2017   Deep Recurrent Neural Networks in Speech Synthesis Using a Continuous Vocoder  MS Al
2017   Deep recurrent neural networks based binaural speech segregation for the selection of closest target of interest  R Venkatesan, AB Ganesh 
2017   Gradual Learning of Deep Recurrent Neural Networks  Z Aharoni, G Rattner, H Permuter
2017   Predicting the occurrence of world news events using recurrent neural networks and auto-regressive moving average models  EM Smith, J Smith, P Legg, S Francis
2017   State inference of RNA secondary structures with deep recurrent neural networks  D Willmott, D Murrugarra, Q Ye
2017   Six Degree-of-Freedom Localization of Endoscopic Capsule Robots using Recurrent Neural Networks embedded into a Convolutional Neural Network  M Turan, A Abdullah, R Jamiruddin, H Araujo
2017   An energy-efficient deep learning processor with heterogeneous multi-core architecture for convolutional neural networks and recurrent neural networks  D Shin, J Lee, J Lee, J Lee, HJ Yoo
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   When Recurrent Neural Networks meet the Neighborhood for Session-Based Recommendation  D Jannach, M Ludewig
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   Multi-talker Speech Separation with Utterance-level Permutation Invariant Training of Deep Recurrent Neural Networks  M Kolbæk, D Yu, ZH Tan, J Jensen
2017   SAR Target Recognition Using the Multi-aspect-aware Bidirectional LSTM Recurrent Neural Networks  F Zhang, C Hu, Q Yin, W Li, H Li, W Hong
2017   Adult Content Detection in Videos with Convolutional and Recurrent Neural Networks  J Wehrmann, GS Simões, RC Barros, VF Cavalcante
2017   An Analysis of Convolutional Long-Short Term Memory Recurrent Neural Networks for Gesture Recognition  E Tsironi, P Barros, C Weber, S Wermter
2017   Drum Transcription From Polyphonic Music With Recurrent Neural Networks  R Vogl, M Dorfer, P Knees
2017   Sequence-specific bias correction for RNA-seq data using recurrent neural networks  Y Zhang, R Yamaguchi, S Imoto, S Miyano
2017   Two streams recurrent neural networks for large-scale continuous gesture recognition  X Chai, Z Liu, F Yin, Z Liu, X Chen
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   An end-to-end recognizer for in-air 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   Predicting Clinical Events by Combining Static and Dynamic Information Using Recurrent Neural Networks  C Esteban, O Staeck, Y Yang, V Tresp
2016   Investigating gated recurrent neural networks for speech synthesis  Z Wu, S King
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   Discriminatively Trained Recurrent Neural Networks for Continuous Dimensional Emotion Recognition from Audio  F Weninger, F Ringeval, E Marchi, B Schuller
2016   Monet-Style Images Generation Using Recurrent Neural Networks  Y Zhao, D Xu
2016   Recurrent Neural Networks for Multivariate Time Series with Missing Values  Z Che, S Purushotham, K Cho, D Sontag, Y 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 Multi-target 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   Algorithmic Composition of Melodies with Deep Recurrent Neural Networks  F Colombo, SP Muscinelli, A Seeholzer, J Brea
2016   Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding  A Jaech, L Heck, M Ostendorf
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   Pixel Recurrent Neural Networks  A Oord, N Kalchbrenner, K Kavukcuoglu
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   Recurrent Neural Networks For Drum Transcription  R Vogl, M Dorfer, P Knees
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   Deep Recurrent Neural Networks for Supernovae Classification  T Charnock, A Moss
2016   Deep Tracking: Seeing Beyond Seeing Using Recurrent Neural Networks  P Ondruska, I Posner
2016   Unsupervised Learning of Audio Segment Representations using Sequence-to-sequence 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   Fine-grained 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   Event nugget detection with forward-backward 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   Recurrent Neural Networks for Customer Purchase Prediction on Twitter  M Korpusik, S Sakaki, FCYY Chen
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   Stylistic Transfer in Natural Language Generation Systems Using Recurrent Neural Networks  J Kabbara, JCK Cheung
2016   deepTarget: End-to-end Learning Framework for microRNA Target Prediction using Deep Recurrent Neural Networks  B Lee, J Baek, S Park, S Yoon
2016   Large-Scale Item Categorization in e-Commerce Using Multiple Recurrent Neural Networks  JW Ha, H Pyo, J Kim
2015   Multi-modal Dimensional Emotion Recognition using Recurrent Neural Networks  S Chen, Q Jin
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   Batch Normalized Recurrent Neural Networks  C Laurent, G Pereyra, P Brakel, Y Zhang, Y Bengio
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 Short-Term 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   On Speaker Adaptation of Long Short-Term Memory Recurrent Neural Networks  Y Miao, F Metze
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   Multimodal Dimensional Affect Recognition Using Deep Bidirectional Long Short-Term Memory Recurrent Neural Networks  E Pei, L Yang, D Jiang, H Sahli
2015   Recurrent Neural Networks for Driver Activity Anticipation via Sensory-Fusion Architecture  A Jain, A Singh, HS Koppula, S Soh, A Saxena
2015   Conditional Random Fields as Recurrent Neural Networks  S Zheng, S Jayasumana, B Romera
2015   A Theoretically Grounded Application of Dropout in Recurrent Neural Networks  Y Gal
2015   DNA-Level 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   A hypothesize-and-verify framework for Text Recognition using Deep Recurrent Neural Networks  A Ray, S Rajeswar, S Chaudhury
2015   First Step toward Model-Free, Anonymous Object Tracking with Recurrent Neural Networks  Q Gan, Q Guo, Z Zhang, K Cho
2015   Learning to Diagnose with LSTM Recurrent Neural Networks  ZC Lipton, DC Kale, C Elkan, R Wetzell
2015   Phase-Sensitive And Recognition-Boosted 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   Deep Recurrent Neural Networks for Sequential Phenotype Prediction in Genomics  F Pouladi, H Salehinejad, AM Gilani
2015   Bidirectional Recurrent Neural Networks as Generative Models-Reconstructing Gaps in Time Series  M Berglund, T Raiko, M Honkala, L Kärkkäinen
2015   Deep Recurrent Neural Networks for Acoustic Modelling  W Chan, I Lane
2015   Learning Contextual Dependencies with Convolutional Hierarchical Recurrent Neural Networks  Z Zuo, B Shuai, G Wang, X Liu, X Wang, B Wang
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   Pre-training of Recurrent Neural Networks via Linear Autoencoders  L Pasa, A Sperduti
2014   Translating Videos to Natural Language Using Deep Recurrent Neural Networks  S Venugopalan, H Xu, J Donahue, M Rohrbach
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   Recurrent Neural Networks and Related Models  D Yu, L Deng