Recurrent Neural Network Regularization

8 September 2014

Papers citing "Recurrent Neural Network Regularization"

50 / 289 papers shown

Title
Evolving Deep Neural Networks Risto Miikkulainen J. Liang Elliot Meyerson Aditya Rawal Daniel Fink ... B. Raju H. Shahrzad Arshak Navruzyan Nigel P. Duffy B. Hodjat 18 884 0 01 Mar 2017
The Statistical Recurrent Unit Junier B. Oliva Barnabás Póczós J. Schneider 18 50 0 01 Mar 2017
Proactive Resource Management for LTE in Unlicensed Spectrum: A Deep Learning Perspective Ursula Challita Li Dong Walid Saad 21 49 0 22 Feb 2017
Predicting Auction Price of Vehicle License Plate with Deep Recurrent Neural Network Vinci Chow 29 19 0 30 Jan 2017
Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer Noam M. Shazeer Azalia Mirhoseini Krzysztof Maziarz Andy Davis Quoc V. Le Geoffrey E. Hinton J. Dean MoE 55 2,524 0 23 Jan 2017
Gate-Variants of Gated Recurrent Unit (GRU) Neural Networks Rahul Dey F. Salem 11 1,363 0 20 Jan 2017
Structured Sequence Modeling with Graph Convolutional Recurrent Networks Youngjoo Seo M. Defferrard P. Vandergheynst Xavier Bresson GNN 36 758 0 22 Dec 2016
A recurrent neural network without chaos T. Laurent J. V. Brecht LRM 26 62 0 19 Dec 2016
Domain Control for Neural Machine Translation Catherine Kobus Josep Crego Jean Senellart AI4CE 31 184 0 19 Dec 2016
Predicting Process Behaviour using Deep Learning Joerg Evermann Jana-Rebecca Rehse Peter Fettke 31 352 0 14 Dec 2016
Listen and Translate: A Proof of Concept for End-to-End Speech-to-Text Translation Alexandre Berard Olivier Pietquin Christophe Servan Laurent Besacier 43 314 0 06 Dec 2016
Scalable Bayesian Learning of Recurrent Neural Networks for Language Modeling Zhe Gan Chunyuan Li Changyou Chen Yunchen Pu Qinliang Su Lawrence Carin BDL UQCV 53 41 0 23 Nov 2016
Recurrent Memory Addressing for describing videos A. Jain Abhinav Agarwalla Kumar Krishna Agrawal Pabitra Mitra 38 10 0 20 Nov 2016
An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data Sijie Song Cuiling Lan Junliang Xing Wenjun Zeng Jiaying Liu 50 977 0 18 Nov 2016
Cross Domain Knowledge Transfer for Person Re-identification Qiqi Xiao Kelei Cao Haonan Chen Fangyue Peng Chi Zhang 36 18 0 18 Nov 2016
Multimodal Memory Modelling for Video Captioning Junbo Wang Wei Wang Yan Huang Liang Wang Tieniu Tan 32 142 0 17 Nov 2016
Normalizing the Normalizers: Comparing and Extending Network Normalization Schemes Mengye Ren Renjie Liao R. Urtasun Fabian H. Sinz R. Zemel 35 81 0 14 Nov 2016
DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data Processing Shuochao Yao Shaohan Hu Yiran Zhao Aston Zhang Tarek F. Abdelzaher HAI AI4TS 30 616 0 07 Nov 2016
Quasi-Recurrent Neural Networks James Bradbury Stephen Merity Caiming Xiong R. Socher 44 437 0 05 Nov 2016
Recurrent Neural Radio Anomaly Detection Tim O'Shea T. Clancy R. McGwier 30 75 0 01 Nov 2016
End-to-End Training Approaches for Discriminative Segmental Models Hao Tang Weiran Wang Kevin Gimpel Karen Livescu 30 7 0 21 Oct 2016
Language Models with Pre-Trained (GloVe) Word Embeddings Victor Makarenkov Bracha Shapira Lior Rokach RALM 18 10 0 12 Oct 2016
Nonlinear Systems Identification Using Deep Dynamic Neural Networks Olalekan P. Ogunmolu X. Gu Steve B. Jiang N. Gans 22 104 0 05 Oct 2016
Recurrent Convolutional Networks for Pulmonary Nodule Detection in CT Imaging P. Ypsilantis Giovanni Montana MedIm 16 31 0 28 Sep 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,748 0 26 Sep 2016
Pointer Sentinel Mixture Models Stephen Merity Caiming Xiong James Bradbury R. Socher RALM 41 2,730 0 26 Sep 2016
Show and Tell: Lessons learned from the 2015 MSCOCO Image Captioning Challenge Oriol Vinyals Alexander Toshev Samy Bengio D. Erhan 30 850 0 21 Sep 2016
Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling Bing-Quan Liu Ian Lane 21 675 0 06 Sep 2016
Benchmarking State-of-the-Art Deep Learning Software Tools S. Shi Qiang-qiang Wang Pengfei Xu Xiaowen Chu BDL 16 327 0 25 Aug 2016
LFADS - Latent Factor Analysis via Dynamical Systems David Sussillo Rafal Jozefowicz L. F. Abbott C. Pandarinath AI4CE 26 89 0 22 Aug 2016
Multi-Sensor Prognostics using an Unsupervised Health Index based on LSTM Encoder-Decoder Pankaj Malhotra T. Vishnu Anusha Ramakrishnan G. Anand L. Vig Puneet Agarwal Gautam M. Shroff AI4TS AI4CE 18 173 0 22 Aug 2016
Using the Output Embedding to Improve Language Models Ofir Press Lior Wolf 27 728 0 20 Aug 2016
Full Resolution Image Compression with Recurrent Neural Networks G. Toderici Damien Vincent Nick Johnston S. Hwang David C. Minnen Joel Shor Michele Covell GAN 28 824 0 18 Aug 2016
Modelling Student Behavior using Granular Large Scale Action Data from a MOOC Steven Tang Joshua C. Peterson Z. Pardos AI4Ed 14 19 0 16 Aug 2016
Hierarchical Character-Word Models for Language Identification Aaron Jaech George Mulcaire Shobhit Hathi Mari Ostendorf Noah A. Smith 30 43 0 10 Aug 2016
Hierarchical Attention Network for Action Recognition in Videos Yilin Wang Suhang Wang Jiliang Tang Neil O'Hare Yi-Ju Chang Baoxin Li BDL 30 82 0 21 Jul 2016
Recurrent Highway Networks J. Zilly R. Srivastava Jan Koutník Jürgen Schmidhuber 15 413 0 12 Jul 2016
Single-Channel Multi-Speaker Separation using Deep Clustering Y. Isik Jonathan Le Roux Zhuo Chen Shinji Watanabe J. Hershey 32 425 0 07 Jul 2016
Compression of Neural Machine Translation Models via Pruning A. See Minh-Thang Luong Christopher D. Manning MedIm VLM 26 221 0 29 Jun 2016
CUNI System for WMT16 Automatic Post-Editing and Multimodal Translation Tasks Jindrich Libovický Jindřich Helcl Marek Tlustý Pavel Pecina Ondrej Bojar 11 67 0 23 Jun 2016
LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks Hendrik Strobelt Sebastian Gehrmann Hanspeter Pfister Alexander M. Rush HAI 34 83 0 23 Jun 2016
Neural Morphological Tagging from Characters for Morphologically Rich Languages G. Heigold G. Neumann Josef van Genabith 3DV 35 25 0 21 Jun 2016
LSTM-Based Predictions for Proactive Information Retrieval Petri Luukkonen M. Koskela P. Floréen RALM HAI 23 10 0 20 Jun 2016
Sequence-to-Sequence Learning as Beam-Search Optimization Sam Wiseman Alexander M. Rush 44 589 0 09 Jun 2016
Gated Word-Character Recurrent Language Model Yasumasa Onoe Kyunghyun Cho RALM KELM 22 106 0 06 Jun 2016
Modelling Symbolic Music: Beyond the Piano Roll Christian J. Walder 13 25 0 04 Jun 2016
Generalizing and Hybridizing Count-based and Neural Language Models Graham Neubig Chris Dyer 64 31 0 01 Jun 2016
Theano: A Python framework for fast computation of mathematical expressions The Theano Development Team Rami Al-Rfou Guillaume Alain Amjad Almahairi Christof Angermüller ... Kelvin Xu Lijun Xue Li Yao Saizheng Zhang Ying Zhang 37 2,335 0 09 May 2016
Sentence-Level Grammatical Error Identification as Sequence-to-Sequence Correction A. Schmaltz Yoon Kim Alexander M. Rush Stuart M. Shieber 23 42 0 16 Apr 2016
Tracking Human-like Natural Motion Using Deep Recurrent Neural Networks Youngbin Park Sungphill Moon I. Suh 3DH 12 11 0 15 Apr 2016