Evaluating Sequence-to-Sequence Models for Handwritten Text Recognition

18 March 2019

Papers citing "Evaluating Sequence-to-Sequence Models for Handwritten Text Recognition"

31 / 31 papers shown

Title
HATFormer: Historic Handwritten Arabic Text Recognition with Transformers Adrian Chan Anupam Mijar Mehreen Saeed Chau-Wai Wong Akram Khater 389 0 0 03 Oct 2024
General Detection-based Text Line Recognition Raphael Baena Syrine Kalleli Mathieu Aubry 376 0 0 25 Sep 2024
Spatial Context-based Self-Supervised Learning for Handwritten Text Recognition Carlos Peñarrubia Carlos Garrido-Munoz J. J. Valero-Mas Jorge Calvo-Zaragoza 162 1 0 17 Apr 2024
MathWriting: A Dataset For Handwritten Mathematical Expression Recognition Philippe Gervais Asya Fadeeva Andrii Maksai 42 7 0 16 Apr 2024
Towards Writing Style Adaptation in Handwriting Recognition Jan Kohút Michal Hradiš M. Kišš AI4TS 96 4 0 13 Feb 2023
Fine-tuning Is a Surprisingly Effective Domain Adaptation Baseline in Handwriting Recognition Jan Kohút Michal Hradiš 72 7 0 13 Feb 2023
OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfold Mohamed Yousef Tom E. Bishop AI4TS 79 81 0 12 Jun 2020
Accurate, Data-Efficient, Unconstrained Text Recognition with Convolutional Neural Networks Mohamed Yousef K. Hussain U. S. Mohammed 3DV 59 125 0 31 Dec 2018
An Efficient End-to-End Neural Model for Handwritten Text Recognition Arindam Chowdhury Lovekesh Vig 48 80 0 20 Jul 2018
Monotonic Chunkwise Attention Chung-Cheng Chiu Colin Raffel 62 256 0 14 Dec 2017
Cold Fusion: Training Seq2Seq Models Together with Language Models Anuroop Sriram Heewoo Jun S. Satheesh Adam Coates VLM 75 281 0 21 Aug 2017
Labeled Memory Networks for Online Model Adaptation Shiv Shankar Sunita Sarawagi KELM 55 3 0 05 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 658 131,414 0 12 Jun 2017
A Deep Reinforced Model for Abstractive Summarization Romain Paulus Caiming Xiong R. Socher AI4TS 195 1,557 0 11 May 2017
Convolutional Sequence to Sequence Learning Jonas Gehring Michael Auli David Grangier Denis Yarats Yann N. Dauphin AIMat 148 3,286 0 08 May 2017
Online and Linear-Time Attention by Enforcing Monotonic Alignments Colin Raffel Minh-Thang Luong Peter J. Liu Ron J. Weiss Douglas Eck 67 261 0 03 Apr 2017
Joint CTC-Attention based End-to-End Speech Recognition using Multi-task Learning Suyoun Kim Takaaki Hori Shinji Watanabe 74 928 0 21 Sep 2016
Temporal Attention Model for Neural Machine Translation B. Sankaran Haitao Mi Yaser Al-Onaizan Abe Ittycheriah 50 62 0 09 Aug 2016
Joint Line Segmentation and Transcription for End-to-End Handwritten Paragraph Recognition Théodore Bluche AI4TS 147 189 0 28 Apr 2016
End-to-End Attention-based Large Vocabulary Speech Recognition Dzmitry Bahdanau J. Chorowski Dmitriy Serdyuk Philemon Brakel Yoshua Bengio 77 1,151 0 18 Aug 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 370 7,955 0 17 Aug 2015
Describing Multimedia Content using Attention-based Encoder--Decoder Networks Kyunghyun Cho Aaron Courville Yoshua Bengio 66 411 0 04 Jul 2015
Attention-Based Models for Speech Recognition J. Chorowski Dzmitry Bahdanau Dmitriy Serdyuk Kyunghyun Cho Yoshua Bengio 119 2,606 0 24 Jun 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 330 10,067 0 10 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014
Deeply-Supervised Nets Chen-Yu Lee Saining Xie Patrick W. Gallagher Zhengyou Zhang Zhuowen Tu 337 2,240 0 18 Sep 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 402 20,528 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 521 27,295 0 01 Sep 2014
Dropout improves Recurrent Neural Networks for Handwriting Recognition Vu Pham Théodore Bluche Christopher Kermorvant J. Louradour 108 567 0 05 Nov 2013
Generating Sequences With Recurrent Neural Networks Alex Graves GAN 140 4,033 0 04 Aug 2013
Multi-Dimensional Recurrent Neural Networks Alex Graves Santiago Fernández Jürgen Schmidhuber 483 309 0 14 May 2007