Dropout improves Recurrent Neural Networks for Handwriting Recognition

5 November 2013

Vu Pham

Théodore Bluche

Christopher Kermorvant

J. Louradour

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

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Title
General Detection-based Text Line Recognition Raphael Baena Syrine Kalleli Mathieu Aubry 172 0 0 25 Sep 2024
Towards Robust Handwritten Text Recognition with On-the-fly User Participation Ajoy Mondal Rohit Saluja C. V. Jawahar HAI 30 0 0 17 Dec 2022
Enhancing Indic Handwritten Text Recognition Using Global Semantic Information Ajoy Mondal C. V. Jawahar 24 2 0 15 Dec 2022
Batch Normalization Explained Randall Balestriero Richard G. Baraniuk AAML 36 16 0 29 Sep 2022
Boosting Modern and Historical Handwritten Text Recognition with Deformable Convolutions S. Cascianelli Marcella Cornia Lorenzo Baraldi Rita Cucchiara 27 22 0 17 Aug 2022
The LAM Dataset: A Novel Benchmark for Line-Level Handwritten Text Recognition S. Cascianelli Vittorio Pippi Martin Maarand Marcella Cornia Lorenzo Baraldi Christopher Kermorvant Rita Cucchiara 21 7 0 16 Aug 2022
Information Geometry of Dropout Training Masanari Kimura H. Hino 21 2 0 22 Jun 2022
Easter2.0: Improving convolutional models for handwritten text recognition Kartik Chaudhary Raghav Bali 36 9 0 30 May 2022
On Principal Curve-Based Classifiers and Similarity-Based Selective Sampling in Time-Series Aref Hakimzadeh K. Ziarati M. Taheri AI4TS 11 0 0 10 Apr 2022
A Survey on Dropout Methods and Experimental Verification in Recommendation Yong Li Weizhi Ma C. L. Philip Chen Hao Fei Yiqun Liu Shaoping Ma Yue Yang 33 9 0 05 Apr 2022
Rethinking Text Line Recognition Models Daniel Hernandez Diaz Siyang Qin R. Ingle Yasuhisa Fujii Alessandro Bissacco VLM 38 51 0 15 Apr 2021
Full Page Handwriting Recognition via Image to Sequence Extraction Sumeet S. Singh Sergey Karayev 27 53 0 11 Mar 2021
On the statistical complexity of quantum circuits Kaifeng Bu D. E. Koh Lu Li Qingxian Luo Yaobo Zhang 53 43 0 15 Jan 2021
Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network Denis Coquenet Clément Chatelain Thierry Paquet 30 28 0 09 Dec 2020
Differentiable Weighted Finite-State Transducers Awni Y. Hannun Vineel Pratap Jacob Kahn Wei-Ning Hsu 20 29 0 02 Oct 2020
Attention-based Fully Gated CNN-BGRU for Russian Handwritten Text Abdelrahman Abdallah Mohamed Hamada D. Nurseitov 27 42 0 12 Aug 2020
A Study on Effects of Implicit and Explicit Language Model Information for DBLSTM-CTC Based Handwriting Recognition Qi Liu Lijuan Wang Qiang Huo 10 24 0 31 Jul 2020
Dropout: Explicit Forms and Capacity Control R. Arora Peter L. Bartlett Poorya Mianjy Nathan Srebro 64 37 0 06 Mar 2020
Graduate Employment Prediction with Bias Teng Guo Feng Xia Shi Zhen Xiaomei Bai Dongyu Zhang Zitao Liu Jiliang Tang 40 26 0 27 Dec 2019
A Computationally Efficient Pipeline Approach to Full Page Offline Handwritten Text Recognition Jonathan Chung Thomas Delteil 22 31 0 01 Oct 2019
Fully Convolutional Networks for Handwriting Recognition F. Such D. Peri Frank Brockler Paul Hutkowski R. Ptucha 22 26 0 10 Jul 2019
A Scalable Handwritten Text Recognition System R. Ingle Yasuhisa Fujii Thomas Deselaers Jonathan Baccash Ashok Popat 8 82 0 19 Apr 2019
Transfer Learning for Clinical Time Series Analysis using Deep Neural Networks Priyanka Gupta Pankaj Malhotra Jyoti Narwariya L. Vig Gautam M. Shroff AI4TS 27 61 0 01 Apr 2019
Data-driven Prognostics with Predictive Uncertainty Estimation using Ensemble of Deep Ordinal Regression Models T. Vishnu Diksha Garg Pankaj Malhotra L. Vig Gautam M. Shroff UQCV 32 15 0 23 Mar 2019
Accurate, Data-Efficient, Unconstrained Text Recognition with Convolutional Neural Networks Mohamed Yousef K. Hussain U. S. Mohammed 3DV 20 124 0 31 Dec 2018
Physics-Driven Regularization of Deep Neural Networks for Enhanced Engineering Design and Analysis M. A. Nabian Hadi Meidani PINN AI4CE 21 57 0 11 Oct 2018
A Neural Temporal Model for Human Motion Prediction Anand Gopalakrishnan A. Mali Daniel Kifer C. Lee Giles Alexander Ororbia 3DH 25 173 0 09 Sep 2018
An Efficient End-to-End Neural Model for Handwritten Text Recognition Arindam Chowdhury L. Vig 11 80 0 20 Jul 2018
Transfer Learning for Clinical Time Series Analysis using Recurrent Neural Networks Priyanka Gupta Pankaj Malhotra L. Vig Gautam M. Shroff 19 39 0 04 Jul 2018
Understanding Dropout as an Optimization Trick Sangchul Hahn Heeyoul Choi ODL 13 34 0 26 Jun 2018
Token-level and sequence-level loss smoothing for RNN language models Maha Elbayad Laurent Besacier Jakob Verbeek 22 19 0 14 May 2018
DeepTriage: Exploring the Effectiveness of Deep Learning for Bug Triaging Senthil Mani A. Sankaran Rahul Aralikatte 29 130 0 04 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
Clickbait Detection in Tweets Using Self-attentive Network Yiwei Zhou 19 53 0 15 Oct 2017
Learning a Neural Semantic Parser from User Feedback Srini Iyer Ioannis Konstas Alvin Cheung Jayant Krishnamurthy Luke Zettlemoyer 27 347 0 27 Apr 2017
Topically Driven Neural Language Model Jey Han Lau Timothy Baldwin Trevor Cohn BDL 20 65 0 26 Apr 2017
TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering Y. Jang Yale Song Youngjae Yu Youngjin Kim Gunhee Kim 32 546 0 14 Apr 2017
Online and Linear-Time Attention by Enforcing Monotonic Alignments Colin Raffel Minh-Thang Luong Peter J. Liu Ron J. Weiss Douglas Eck 27 255 0 03 Apr 2017
Multitask learning and benchmarking with clinical time series data Hrayr Harutyunyan Hrant Khachatrian David C. Kale Greg Ver Steeg Aram Galstyan OOD AI4TS 30 857 0 22 Mar 2017
Real-time interactive sequence generation and control with Recurrent Neural Network ensembles Memo Akten M. Grierson 8 4 0 14 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
Building Energy Load Forecasting using Deep Neural Networks Daniel L. Marino Kasun Amarasinghe Milos Manic AI4TS 22 481 0 29 Oct 2016
Modelling Student Behavior using Granular Large Scale Action Data from a MOOC Steven Tang Joshua C. Peterson Z. Pardos AI4Ed 9 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
Sequence-to-Sequence Learning as Beam-Search Optimization Sam Wiseman Alexander M. Rush 44 589 0 09 Jun 2016
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 14 142 0 31 Mar 2016
Recurrent Dropout without Memory Loss Stanislau Semeniuta Aliaksei Severyn Erhardt Barth 24 222 0 16 Mar 2016
A Latent Variable Recurrent Neural Network for Discourse Relation Language Models Yangfeng Ji Gholamreza Haffari Jacob Eisenstein BDL 16 126 0 07 Mar 2016