Dropout improves Recurrent Neural Networks for Handwriting Recognition

Dropout improves Recurrent Neural Networks for Handwriting Recognition

5 November 2013

Théodore Bluche

Christopher Kermorvant

Papers citing "Dropout improves Recurrent Neural Networks for Handwriting Recognition"

15 / 65 papers shown

Title
Generalizing and Hybridizing Count-based and Neural Language Models Graham Neubig Chris Dyer 64 31 0 01 Jun 2016
Scan, Attend and Read: End-to-End Handwritten Paragraph Recognition with MDLSTM Attention Théodore Bluche J. Louradour Ronaldo O. Messina VLM 24 170 0 12 Apr 2016
Neural Language Correction with Character-Based Attention Ziang Xie Anand Avati N. Arivazhagan Dan Jurafsky A. Ng 36 142 0 31 Mar 2016
Recurrent Dropout without Memory Loss Stanislau Semeniuta Aliaksei Severyn Erhardt Barth 32 222 0 16 Mar 2016
A Latent Variable Recurrent Neural Network for Discourse Relation Language Models Yangfeng Ji Gholamreza Haffari Jacob Eisenstein BDL 29 126 0 07 Mar 2016
Recurrent Memory Networks for Language Modeling Ke M. Tran Arianna Bisazza Christof Monz 30 21 0 06 Jan 2016
A Theoretically Grounded Application of Dropout in Recurrent Neural Networks Y. Gal Zoubin Ghahramani UQCV DRL BDL 49 1,642 0 16 Dec 2015
Named Entity Recognition with Bidirectional LSTM-CNNs Jason P. C. Chiu Eric Nichols 32 1,888 0 26 Nov 2015
Neural GPUs Learn Algorithms Lukasz Kaiser Ilya Sutskever 36 367 0 25 Nov 2015
Multi-task Sequence to Sequence Learning Minh-Thang Luong Quoc V. Le Ilya Sutskever Oriol Vinyals Lukasz Kaiser AIMat 59 806 0 19 Nov 2015
Learning to Diagnose with LSTM Recurrent Neural Networks Zachary Chase Lipton David C. Kale Charles Elkan R. Wetzel 39 1,098 0 11 Nov 2015
Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation Marijn F. Stollenga Wonmin Byeon Marcus Liwicki Jürgen Schmidhuber 29 294 0 24 Jun 2015
Learning to Execute Wojciech Zaremba Ilya Sutskever ODL 36 555 0 17 Oct 2014
Recurrent Neural Network Regularization Wojciech Zaremba Ilya Sutskever Oriol Vinyals ODL 75 2,759 0 08 Sep 2014
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,640 0 03 Jul 2012