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Dropout improves Recurrent Neural Networks for Handwriting Recognition

International Conference on Frontiers in Handwriting Recognition (ICFHR), 2013

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
Offline Handwritten Chinese Text Recognition with Convolutional Neural Networks Brian Liu Xianchao Xu Yu Zhang 3DV 135 17 0 28 Jun 2020
Pay Attention to What You Read: Non-recurrent Handwritten Text-Line RecognitionPattern Recognition (Pattern Recognit.), 2020 Lei Kang Pau Riba Marccal Rusinol Alicia Fornés M. Villegas 177 150 0 26 May 2020
Dropout: Explicit Forms and Capacity ControlInternational Conference on Machine Learning (ICML), 2020 R. Arora Peter L. Bartlett Poorya Mianjy Nathan Srebro 187 41 0 06 Mar 2020
Almost Sure Convergence of Dropout Algorithms for Neural Networks Albert Senen-Cerda J. Sanders 210 11 0 06 Feb 2020
Graduate Employment Prediction with BiasAAAI Conference on Artificial Intelligence (AAAI), 2019 Teng Guo Xiwei Xu Shi Zhen Xiaomei Bai Dongyu Zhang Zitao Liu Shucheng Zhou 137 26 0 27 Dec 2019
Candidate Fusion: Integrating Language Modelling into a Sequence-to-Sequence Handwritten Word Recognition ArchitecturePattern Recognition (Pattern Recognit.), 2019 Lei Kang Pau Riba M. Villegas Alicia Fornés Marçal Rusiñol 105 32 0 21 Dec 2019
A CNN-RNN Framework for Crop Yield PredictionFrontiers in Plant Science (Front. Plant Sci.), 2019 S. Khaki Lizhi Wang S. Archontoulis 233 515 0 20 Nov 2019
Fault Detection and Identification using Bayesian Recurrent Neural NetworksComputers and Chemical Engineering (CCE), 2019 Weike Sun António R. C. Paiva Peng Xu Anantha Sundaram R. D. Braatz BDL 128 113 0 11 Nov 2019
CHD:Consecutive Horizontal Dropout for Human Gait Feature ExtractionInternational Conferences on Computing and Pattern Recognition (ICCCPR), 2019 Chengtao Cai Yueyuan Zhou Yanming Wang CVBM 179 3 0 11 Oct 2019
A Computationally Efficient Pipeline Approach to Full Page Offline Handwritten Text Recognition Jonathan Chung Thomas Delteil 167 34 0 01 Oct 2019
Field typing for improved recognition on heterogeneous handwritten formsIEEE International Conference on Document Analysis and Recognition (ICDAR), 2019 Ciprian Tomoiaga Paul Feng Mathieu Salzmann PA Jayet 132 5 0 23 Sep 2019
Prediction Uncertainty Estimation for Hate Speech ClassificationInternational Conference on Statistical Language and Speech Processing (ICSLSP), 2019 Kristian Miok Dong Nguyen Doan Blaž Škrlj D. Zaharie Marko Robnik-Šikonja 155 20 0 16 Sep 2019
Understanding LSTM -- a tutorial into Long Short-Term Memory Recurrent Neural Networks R. C. Staudemeyer Eric Rothstein Morris 133 819 0 12 Sep 2019
Fully Convolutional Networks for Handwriting RecognitionInternational Conference on Frontiers in Handwriting Recognition (ICFHR), 2018 F. Such D. Peri Frank Brockler Paul Hutkowski R. Ptucha 145 28 0 10 Jul 2019
Locale-agnostic Universal Domain Classification Model in Spoken Language UnderstandingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2019 Jihwan Lee R. Sarikaya Young-Bum Kim 116 7 0 02 May 2019
A Scalable Handwritten Text Recognition System R. Ingle Yasuhisa Fujii Thomas Deselaers Jonathan Baccash Ashok Popat 144 90 0 19 Apr 2019
Transfer Learning for Clinical Time Series Analysis using Deep Neural Networks Priyanka Gupta Pankaj Malhotra Jyoti Narwariya Lovekesh Vig Gautam M. Shroff AI4TS 244 67 0 01 Apr 2019
Data-driven Prognostics with Predictive Uncertainty Estimation using Ensemble of Deep Ordinal Regression Models T. Vishnu Diksha Garg Pankaj Malhotra Lovekesh Vig Gautam M. Shroff UQCV 209 19 0 23 Mar 2019
IndyLSTMs: Independently Recurrent LSTMsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 P. Gonnet Thomas Deselaers 104 12 0 19 Mar 2019
Evaluating Sequence-to-Sequence Models for Handwritten Text RecognitionIEEE International Conference on Document Analysis and Recognition (ICDAR), 2019 Johannes Michael R. Labahn Tobias Grüning Jochen Zöllner 266 129 0 18 Mar 2019
Manifold Mixup improves text recognition with CTC loss Bastien Moysset Ronaldo O. Messina 93 4 0 11 Mar 2019
No Padding Please: Efficient Neural Handwriting RecognitionIEEE International Conference on Document Analysis and Recognition (ICDAR), 2019 Gideon Maillette de Buy Wenniger Lambert Schomaker Andy Way 115 20 0 28 Feb 2019
Fast Multi-language LSTM-based Online Handwriting Recognition Victor Carbune P. Gonnet Thomas Deselaers H. Rowley A. Daryin Marcos Calvo Lafarga Li-Lun Wang Daniel Keysers Sandro Feuz Philippe Gervais HAI 183 151 0 22 Feb 2019
Accurate, Data-Efficient, Unconstrained Text Recognition with Convolutional Neural Networks Mohamed Yousef K. Hussain U. S. Mohammed 3DV 145 131 0 31 Dec 2018
Neural Word Search in Historical Manuscript Collections T. Wilkinson Jonas Lindström Anders Brun 3DV 123 8 0 06 Dec 2018
Are 2D-LSTM really dead for offline text recognition? Bastien Moysset Ronaldo O. Messina 3DV 95 30 0 27 Nov 2018
A Novel Integrated Framework for Learning both Text Detection and RecognitionInternational Conference on Pattern Recognition (ICPR), 2018 Wanchen Sui Qing Zhang Jun Yang Wei Chu ObjD 104 8 0 21 Nov 2018
Attention-based Walking Gait and Direction Recognition in Wi-Fi Networks Yang Xu Min Chen Wei Yang Sheng Chen Liusheng Huang CVBM HAI 83 9 0 17 Nov 2018
An Exploration of Dropout with RNNs for Natural Language Inference Amit Gajbhiye Sardar F. Jaf Noura Al Moubayed A. Mcgough S. Bradley 127 12 0 22 Oct 2018
Physics-Driven Regularization of Deep Neural Networks for Enhanced Engineering Design and Analysis M. A. Nabian Hadi Meidani PINN AI4CE 186 60 0 11 Oct 2018
Towards one-shot learning for rare-word translation with external experts Ngoc-Quan Pham Jan Niehues A. Waibel AAML 121 25 0 10 Sep 2018
A Neural Temporal Model for Human Motion Prediction Anand Gopalakrishnan A. Mali Daniel Kifer C. Lee Giles Alexander Ororbia 3DH 358 193 0 09 Sep 2018
Chinese Discourse Segmentation Using Bilingual Discourse Commonality Jingfeng Yang Sujian Li 104 4 0 30 Aug 2018
A Comparison of Techniques for Language Model Integration in Encoder-Decoder Speech Recognition Shubham Toshniwal Anjuli Kannan Chung-Cheng Chiu Yonghui Wu Tara N. Sainath Karen Livescu 188 165 0 27 Jul 2018
Interpreting recurrent neural networks behaviour via excitable network attractors Andrea Ceni Peter Ashwin L. Livi 307 51 0 27 Jul 2018
An Efficient End-to-End Neural Model for Handwritten Text RecognitionBritish Machine Vision Conference (BMVC), 2018 Arindam Chowdhury Lovekesh Vig 123 85 0 20 Jul 2018
A Discriminative Approach to Bayesian Filtering with Applications to Human Neural Decoding Michael C. Burkhart 99 7 0 17 Jul 2018
Transfer Learning for Clinical Time Series Analysis using Recurrent Neural Networks Priyanka Gupta Pankaj Malhotra Lovekesh Vig Gautam M. Shroff 149 40 0 04 Jul 2018
Understanding Dropout as an Optimization Trick Sangchul Hahn Heeyoul Choi ODL 164 37 0 26 Jun 2018
Approximate Random Dropout Zhuoran Song Ru Wang Dongyu Ru Hongru Huang Zhenghao Peng Hai Zhao Xiaoyao Liang Li Jiang BDL 144 11 0 23 May 2018
Neural networks with dynamical coefficients and adjustable connections on the basis of integrated backpropagation M. Nazarov 52 0 0 19 May 2018
Token-level and sequence-level loss smoothing for RNN language models Maha Elbayad Laurent Besacier Jakob Verbeek 143 19 0 14 May 2018
Internal node bagging Shun Yi BDL 233 0 0 01 May 2018
Boosting Handwriting Text Recognition in Small Databases with Transfer Learning J. C. Aradillas J. J. Murillo-Fuentes Pablo M. Olmos 142 44 0 04 Apr 2018
DeepTriage: Exploring the Effectiveness of Deep Learning for Bug Triaging Senthil Mani A. Sankaran Rahul Aralikatte 99 143 0 04 Jan 2018
Recent Advances in Recurrent Neural Networks Hojjat Salehinejad Sharan Sankar Joseph Barfett E. Colak S. Valaee AI4TS 444 678 0 29 Dec 2017
Character-Based Handwritten Text Transcription with Attention Networks Jason Poulos Rafael Valle 197 36 0 11 Dec 2017
Depression Severity Estimation from Multiple Modalities Evgeny A. Stepanov Stéphane Lathuilière Shammur A. Chowdhury Arindam Ghosh Radu L. Vieriu Andrii Zadaianchuk Giuseppe Riccardi 106 33 0 10 Nov 2017
Clickbait Detection in Tweets Using Self-attentive Network Yiwei Zhou 94 56 0 15 Oct 2017
Calligraphic Stylisation Learning with a Physiologically Plausible Model of Movement and Recurrent Neural Networks Daniel Berio Memo Akten F. Leymarie M. Grierson R. Plamondon GAN 110 15 0 24 Sep 2017