Recurrent Neural Network Regularization

8 September 2014

Papers citing "Recurrent Neural Network Regularization"

50 / 274 papers shown

Title
Listen and Translate: A Proof of Concept for End-to-End Speech-to-Text Translation Alexandre Berard Olivier Pietquin Christophe Servan Laurent Besacier 40 314 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
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 19 104 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 2,722 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 14 327 0 25 Aug 2016
LFADS - Latent Factor Analysis via Dynamical Systems David Sussillo Rafal Jozefowicz L. F. Abbott C. Pandarinath AI4CE 24 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 15 173 0 22 Aug 2016
Using the Output Embedding to Improve Language Models Ofir Press Lior Wolf 24 727 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 23 221 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 25 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
Learning Global Features for Coreference Resolution Sam Wiseman Alexander M. Rush Stuart M. Shieber 15 195 0 11 Apr 2016
Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding Aaron Jaech Larry Heck Mari Ostendorf 15 78 0 01 Apr 2016
Minimal Gated Unit for Recurrent Neural Networks Guoxiang Zhou Jianxin Wu Chen-Da Liu-Zhang Zhi-Hua Zhou 31 326 0 31 Mar 2016
Recurrent Dropout without Memory Loss Stanislau Semeniuta Aliaksei Severyn Erhardt Barth 29 222 0 16 Mar 2016
Combining the Best of Convolutional Layers and Recurrent Layers: A Hybrid Network for Semantic Segmentation Zhicheng Yan Huatian Zhang Yangqing Jia Thomas Breuel Yizhou Yu SSeg 27 41 0 15 Mar 2016
A Latent Variable Recurrent Neural Network for Discourse Relation Language Models Yangfeng Ji Gholamreza Haffari Jacob Eisenstein BDL 23 126 0 07 Mar 2016
Noisy Activation Functions Çağlar Gülçehre Marcin Moczulski Misha Denil Yoshua Bengio 9 283 0 01 Mar 2016
Segmental Recurrent Neural Networks for End-to-end Speech Recognition Liang Lu Lingpeng Kong Chris Dyer Noah A. Smith Steve Renals 14 81 0 01 Mar 2016
Recurrent Orthogonal Networks and Long-Memory Tasks Mikael Henaff Arthur Szlam Yann LeCun 14 130 0 22 Feb 2016
Strongly-Typed Recurrent Neural Networks David Balduzzi Muhammad Ghifary PINN 16 60 0 06 Feb 2016
Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling Gakuto Kurata Bing Xiang Bowen Zhou Mo Yu 24 125 0 07 Jan 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 26 75 0 28 Dec 2015