How to Construct Deep Recurrent Neural Networks

20 December 2013

Papers citing "How to Construct Deep Recurrent Neural Networks"

50 / 105 papers shown

Title
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling Shaojie Bai J. Zico Kolter V. Koltun DRL 42 4,715 0 04 Mar 2018
Multivariate LSTM-FCNs for Time Series Classification Fazle Karim Somshubra Majumdar H. Darabi Samuel Harford AI4TS 29 824 0 14 Jan 2018
Recent Advances in Recurrent Neural Networks Hojjat Salehinejad Sharan Sankar Joseph Barfett E. Colak S. Valaee AI4TS 30 573 0 29 Dec 2017
Deep Semantic Role Labeling with Self-Attention Zhixing Tan Mingxuan Wang Jun Xie Yidong Chen X. Shi 25 308 0 05 Dec 2017
On the Automatic Generation of Medical Imaging Reports Baoyu Jing P. Xie Eric P. Xing MedIm 35 503 0 22 Nov 2017
Deep-ESN: A Multiple Projection-encoding Hierarchical Reservoir Computing Framework Qianli Ma Lifeng Shen G. Cottrell AI4TS 27 40 0 13 Nov 2017
Applications of Deep Learning and Reinforcement Learning to Biological Data M. S. M. Mahmud M. S. Kaiser Amir Hussain S. Vassanelli OffRL AI4CE 41 641 0 10 Nov 2017
Unsupervised Machine Learning for Networking: Techniques, Applications and Research Challenges Muhammad Usama Junaid Qadir Aunn Raza Hunain Arif K. Yau Y. Elkhatib Amir Hussain Ala I. Al-Fuqaha SSL 30 315 0 19 Sep 2017
Language Modeling with Highway LSTM Gakuto Kurata Bhuvana Ramabhadran G. Saon A. Sethy AI4TS 21 38 0 19 Sep 2017
Energy-based Models for Video Anomaly Detection H. Vu Dinh Q. Phung T. Nguyen Anthony Trevors Svetha Venkatesh 26 22 0 17 Aug 2017
Visually Grounded Word Embeddings and Richer Visual Features for Improving Multimodal Neural Machine Translation Jean-Benoit Delbrouck Stéphane Dupont Omar Seddati 25 8 0 04 Jul 2017
Deep Recurrent Neural Networks for seizure detection and early seizure detection systems S. Talathi 12 48 0 10 Jun 2017
Online Learning for Neural Machine Translation Post-editing Álvaro Peris L. Cebrián F. Casacuberta OnRL 19 33 0 10 Jun 2017
Characterizing Types of Convolution in Deep Convolutional Recurrent Neural Networks for Robust Speech Emotion Recognition Che-Wei Huang Shrikanth. S. Narayanan HAI 27 25 0 07 Jun 2017
Fast-Slow Recurrent Neural Networks Asier Mujika Florian Meier Angelika Steger 14 76 0 24 May 2017
Machine Comprehension by Text-to-Text Neural Question Generation Xingdi Yuan Tong Wang Çağlar Gülçehre Alessandro Sordoni Philip Bachman Sandeep Subramanian Saizheng Zhang Adam Trischler OOD 53 187 0 04 May 2017
Deep Neural Machine Translation with Linear Associative Unit Mingxuan Wang Zhengdong Lu Jie Zhou Qun Liu 17 54 0 02 May 2017
Nematus: a Toolkit for Neural Machine Translation Rico Sennrich Orhan Firat Kyunghyun Cho Alexandra Birch Barry Haddow ... Marcin Junczys-Dowmunt Samuel Laubli Antonio Valerio Miceli Barone Jozef Mokry Maria Nadejde 21 407 0 13 Mar 2017
A New Representation of Skeleton Sequences for 3D Action Recognition Qiuhong Ke Bennamoun Senjian An Ferdous Sohel F. Boussaïd 3DH 30 787 0 09 Mar 2017
On the Origin of Deep Learning Haohan Wang Bhiksha Raj MedIm 3DV VLM 48 223 0 24 Feb 2017
Context-aware Captions from Context-agnostic Supervision Ramakrishna Vedantam Samy Bengio Kevin Patrick Murphy Devi Parikh Gal Chechik 20 152 0 11 Jan 2017
Imposing higher-level Structure in Polyphonic Music Generation using Convolutional Restricted Boltzmann Machines and Constraints Stefan Lattner M. Grachten Gerhard Widmer 14 66 0 14 Dec 2016
DeepBach: a Steerable Model for Bach Chorales Generation Gaëtan Hadjeres F. Pachet Frank Nielsen 22 432 0 03 Dec 2016
Learning Scalable Deep Kernels with Recurrent Structure Maruan Al-Shedivat A. Wilson Yunus Saatchi Zhiting Hu Eric P. Xing BDL 13 104 0 27 Oct 2016
Learning Spatial-Semantic Context with Fully Convolutional Recurrent Network for Online Handwritten Chinese Text Recognition Zecheng Xie Zenghui Sun Lianwen Jin Hao Ni Terry Lyons 40 122 0 09 Oct 2016
Pointer Sentinel Mixture Models Stephen Merity Caiming Xiong James Bradbury R. Socher RALM 41 2,722 0 26 Sep 2016
Using the Output Embedding to Improve Language Models Ofir Press Lior Wolf 18 727 0 20 Aug 2016
Seeing with Humans: Gaze-Assisted Neural Image Captioning Yusuke Sugano Andreas Bulling 24 68 0 18 Aug 2016
Recurrent Highway Networks J. Zilly R. Srivastava Jan Koutník Jürgen Schmidhuber 15 413 0 12 Jul 2016
Neural Morphological Tagging from Characters for Morphologically Rich Languages G. Heigold G. Neumann Josef van Genabith 3DV 35 25 0 21 Jun 2016
Memory-enhanced Decoder for Neural Machine Translation Mingxuan Wang Zhengdong Lu Hang Li Qun Liu 13 65 0 07 Jun 2016
Bridging the Gaps Between Residual Learning, Recurrent Neural Networks and Visual Cortex Q. Liao T. Poggio 213 255 0 13 Apr 2016
Pointing the Unknown Words Çağlar Gülçehre Sungjin Ahn Ramesh Nallapati Bowen Zhou Yoshua Bengio 13 524 0 26 Mar 2016
Bi-directional LSTM Recurrent Neural Network for Chinese Word Segmentation Yushi Yao Zheng Huang 6 120 0 16 Feb 2016
Strongly-Typed Recurrent Neural Networks David Balduzzi Muhammad Ghifary PINN 16 60 0 06 Feb 2016
Feedforward Sequential Memory Networks: A New Structure to Learn Long-term Dependency Shiliang Zhang Cong Liu Hui Jiang Si Wei Lirong Dai Yu Hu 19 75 0 28 Dec 2015
DNA-Level Splice Junction Prediction using Deep Recurrent Neural Networks Byunghan Lee Taehoon Lee Byunggook Na Sungroh Yoon 17 43 0 16 Dec 2015
Recurrent Gaussian Processes C. L. C. Mattos Zhenwen Dai Andreas C. Damianou Jeremy Forth G. Barreto Neil D. Lawrence BDL 16 75 0 20 Nov 2015
Batch Normalized Recurrent Neural Networks César Laurent Gabriel Pereyra Philemon Brakel Wenjie Qu Yoshua Bengio 30 213 0 05 Oct 2015
A Hierarchical Recurrent Encoder-Decoder For Generative Context-Aware Query Suggestion Alessandro Sordoni Yoshua Bengio H. Vahabi Christina Lioma J. Simonsen J. Nie 3DV 35 548 0 08 Jul 2015
Describing Multimedia Content using Attention-based Encoder--Decoder Networks Kyunghyun Cho Aaron Courville Yoshua Bengio 32 411 0 04 Jul 2015
Listen, Attend, and Walk: Neural Mapping of Navigational Instructions to Action Sequences Hongyuan Mei Joey Tianyi Zhou Matthew R. Walter LM&Ro 26 242 0 12 Jun 2015
Visualizing and Understanding Recurrent Networks A. Karpathy Justin Johnson Li Fei-Fei HAI 23 1,096 0 05 Jun 2015
Transition-Based Dependency Parsing with Stack Long Short-Term Memory Chris Dyer Miguel Ballesteros Wang Ling Austin Matthews Noah A. Smith 24 801 0 29 May 2015
Deep Recurrent Neural Networks for Acoustic Modelling William Chan Ian Lane 19 44 0 07 Apr 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 109 10,006 0 10 Feb 2015
Protein Secondary Structure Prediction with Long Short Term Memory Networks Søren Kaae Sønderby Ole Winther 39 114 0 25 Dec 2014
Learning Stochastic Recurrent Networks Justin Bayer Christian Osendorfer BDL 27 273 0 27 Nov 2014
Regularizing Recurrent Networks - On Injected Noise and Norm-based Methods Saahil Ognawala Justin Bayer 36 3 0 21 Oct 2014
Learning to Execute Wojciech Zaremba Ilya Sutskever ODL 36 555 0 17 Oct 2014