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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"
50 / 159 papers shown
Quo Vadis Handwritten Text Generation for Handwritten Text Recognition?
Vittorio Pippi
Konstantina Nikolaidou
S. Cascianelli
George Retsinas
Giorgos Sfikas
Rita Cucchiara
Marcus Liwicki
DiffM
115
1
0
13 Aug 2025
Handwritten Text Recognition: A Survey
Carlos Garrido-Munoz
Antonio Ríos-Vila
Jorge Calvo-Zaragoza
315
6
0
12 Feb 2025
General Detection-based Text Line Recognition
Neural Information Processing Systems (NeurIPS), 2024
Raphael Baena
Syrine Kalleli
Mathieu Aubry
981
1
0
25 Sep 2024
Y-Drop: A Conductance based Dropout for fully connected layers
Efthymios Georgiou
Georgios Paraskevopoulos
Alexandros Potamianos
187
0
0
11 Sep 2024
Boosting CNN-based Handwriting Recognition Systems with Learnable Relaxation Labeling
S. Ferro
Alessandro Torcinovich
Arianna Traviglia
Marcello Pelillo
121
0
0
09 Sep 2024
Qalam : A Multimodal LLM for Arabic Optical Character and Handwriting Recognition
Gagan Bhatia
El Moatez Billah Nagoudi
Fakhraddin Alwajih
Muhammad Abdul-Mageed
179
10
0
18 Jul 2024
GatedLexiconNet: A Comprehensive End-to-End Handwritten Paragraph Text Recognition System
Lalita Kumari
Sukhdeep Singh
V. Rathore
Anuj Sharma
157
2
0
22 Apr 2024
Best Practices for a Handwritten Text Recognition System
George Retsinas
Giorgos Sfikas
B. Gatos
Christophoros Nikou
174
29
0
17 Apr 2024
An inclusive review on deep learning techniques and their scope in handwriting recognition
ELCVIA Electronic Letters on Computer Vision and Image Analysis (ELCVIA), 2024
Sukhdeep Singh
Sudhir Rohilla
Anuj Sharma
189
2
0
10 Apr 2024
A Transformer-based Approach for Arabic Offline Handwritten Text Recognition
Signal, Image and Video Processing (SIVP), 2023
Saleh Momeni
B. BabaAli
244
24
0
27 Jul 2023
Mitigating Catastrophic Forgetting in Long Short-Term Memory Networks
Ketaki Joshi
Raghavendra Pradyumna Pothukuchi
Andre Wibisono
A. Bhattacharjee
CLL
89
0
0
26 May 2023
How to Choose Pretrained Handwriting Recognition Models for Single Writer Fine-Tuning
IEEE International Conference on Document Analysis and Recognition (ICDAR), 2023
Vittorio Pippi
S. Cascianelli
Christopher Kermorvant
Rita Cucchiara
186
9
0
04 May 2023
Towards Robust Handwritten Text Recognition with On-the-fly User Participation
Indian Conference on Computer Vision, Graphics & Image Processing (ICVGIP), 2022
Ajoy Mondal
Rohit Saluja
C. V. Jawahar
HAI
222
0
0
17 Dec 2022
Enhancing Indic Handwritten Text Recognition Using Global Semantic Information
International Conference on Frontiers in Handwriting Recognition (ICFHR), 2022
Ajoy Mondal
C. V. Jawahar
219
2
0
15 Dec 2022
AI-driven Mobile Apps: an Explorative Study
Journal of Systems and Software (JSS), 2022
Yinghua Li
Xueqi Dang
Haoye Tian
Tiezhu Sun
Zhijie Wang
Lei Ma
Jacques Klein
Tegawende F. Bissyande
134
6
0
03 Dec 2022
Protein Language Models and Structure Prediction: Connection and Progression
Bozhen Hu
Jun Xia
Jiangbin Zheng
Cheng Tan
Yufei Huang
Yongjie Xu
Stan Z. Li
210
45
0
30 Nov 2022
Batch Normalization Explained
Randall Balestriero
Richard G. Baraniuk
AAML
190
21
0
29 Sep 2022
Boosting Modern and Historical Handwritten Text Recognition with Deformable Convolutions
International Journal on Document Analysis and Recognition (IJDAR), 2022
S. Cascianelli
Marcella Cornia
Lorenzo Baraldi
Rita Cucchiara
137
30
0
17 Aug 2022
The LAM Dataset: A Novel Benchmark for Line-Level Handwritten Text Recognition
International Conference on Pattern Recognition (ICPR), 2022
S. Cascianelli
Vittorio Pippi
Martin Maarand
Marcella Cornia
Lorenzo Baraldi
Christopher Kermorvant
Rita Cucchiara
141
12
0
16 Aug 2022
2D Self-Organized ONN Model For Handwritten Text Recognition
Applied Soft Computing (ASC), 2022
Hanadi Hassen Mohammed
Junaid Malik
Somaya Al-Madeed
S. Kiranyaz
154
5
0
17 Jul 2022
A Lexicon and Depth-wise Separable Convolution Based Handwritten Text Recognition System
Image and Vision Computing New Zealand (IVCNZ), 2022
Lalita Kumari
Sukhdeep Singh
Vvs Rathore
Anuj Sharma
145
5
0
11 Jul 2022
Information Geometry of Dropout Training
Masanari Kimura
H. Hino
136
3
0
22 Jun 2022
Easter2.0: Improving convolutional models for handwritten text recognition
Kartik Chaudhary
Raghav Bali
151
11
0
30 May 2022
Snapture -- A Novel Neural Architecture for Combined Static and Dynamic Hand Gesture Recognition
Cognitive Computation (Cogn. Comput.), 2022
Hassan Ali
Doreen Jirak
S. Wermter
SLR
180
12
0
28 May 2022
On Principal Curve-Based Classifiers and Similarity-Based Selective Sampling in Time-Series
Aref Hakimzadeh
K. Ziarati
M. Taheri
AI4TS
115
0
0
10 Apr 2022
A Survey on Dropout Methods and Experimental Verification in Recommendation
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
Yongqian Li
Weizhi Ma
C. L. Philip Chen
Hao Fei
Yiqun Liu
Shaoping Ma
Yue Yang
298
16
0
05 Apr 2022
Auxiliary Cross-Modal Representation Learning with Triplet Loss Functions for Online Handwriting Recognition
IEEE Access (IEEE Access), 2022
Felix Ott
David Rügamer
Lucas Heublein
B. Bischl
Christopher Mutschler
410
12
0
16 Feb 2022
Benchmarking Online Sequence-to-Sequence and Character-based Handwriting Recognition from IMU-Enhanced Pens
International Journal on Document Analysis and Recognition (IJDAR), 2022
Felix Ott
David Rügamer
Lucas Heublein
Tim Hamann
Jens Barth
B. Bischl
Christopher Mutschler
378
20
0
14 Feb 2022
TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models
Minghao Li
Tengchao Lv
Jingye Chen
Lei Cui
Yijuan Lu
D. Florêncio
Cha Zhang
Zhoujun Li
Furu Wei
ViT
535
495
0
21 Sep 2021
Calibrating the Lee-Carter and the Poisson Lee-Carter models via Neural Networks
Salvatore Scognamiglio
99
29
0
23 Jun 2021
Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for Efficient Training
Neural Information Processing Systems (NeurIPS), 2021
Anup Sarma
Sonali Singh
Huaipan Jiang
Rui Zhang
M. Kandemir
Chita R. Das
89
1
0
22 Jun 2021
Rethinking Text Line Recognition Models
Daniel Hernandez Diaz
Siyang Qin
R. Ingle
Yasuhisa Fujii
Alessandro Bissacco
VLM
195
57
0
15 Apr 2021
Full Page Handwriting Recognition via Image to Sequence Extraction
IEEE International Conference on Document Analysis and Recognition (ICDAR), 2021
Sumeet S. Singh
Sergey Karayev
255
65
0
11 Mar 2021
Fine-tuning Handwriting Recognition systems with Temporal Dropout
Edgard Chammas
C. Mokbel
91
3
0
31 Jan 2021
On the statistical complexity of quantum circuits
Kaifeng Bu
D. E. Koh
Lu Li
Qingxian Luo
Yaobo Zhang
226
51
0
15 Jan 2021
Enhancing Handwritten Text Recognition with N-gram sequence decomposition and Multitask Learning
International Conference on Pattern Recognition (ICPR), 2020
Vasiliki Tassopoulou
George Retsinas
Petros Maragos
116
18
0
28 Dec 2020
Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network
International Conference on Frontiers in Handwriting Recognition (ICFHR), 2020
Denis Coquenet
Clément Chatelain
Thierry Paquet
172
38
0
09 Dec 2020
Have convolutions already made recurrence obsolete for unconstrained handwritten text recognition ?
Denis Coquenet
Yann Soullard
Clément Chatelain
Thierry Paquet
3DV
161
15
0
09 Dec 2020
LSTM recurrent neural network assisted aircraft stall prediction for enhanced situational awareness
Tahsin Sejat Saniat
Tahiat Goni
S. Galib
DRL
92
2
0
09 Dec 2020
Boosting offline handwritten text recognition in historical documents with few labeled lines
IEEE Access (IEEE Access), 2020
J. C. Aradillas
J. J. Murillo-Fuentes
Pablo M. Olmos
159
28
0
04 Dec 2020
Asymptotic convergence rate of Dropout on shallow linear neural networks
Measurement and Modeling of Computer Systems (SIGMETRICS), 2020
Albert Senen-Cerda
J. Sanders
204
9
0
01 Dec 2020
Regularizing Recurrent Neural Networks via Sequence Mixup
Armin Karamzade
Amir Najafi
S. Motahari
118
0
0
27 Nov 2020
On tuning deep learning models: a data mining perspective
M. Öztürk
129
0
0
19 Nov 2020
Differentiable Weighted Finite-State Transducers
Awni Y. Hannun
Vineel Pratap
Jacob Kahn
Wei-Ning Hsu
260
29
0
02 Oct 2020
Whole page recognition of historical handwriting
Hans J. G. A. Dolfing
132
2
0
22 Sep 2020
Learning Models of Individual Behavior in Chess
Reid McIlroy-Young
Russell Wang
S. Sen
Jon M. Kleinberg
Ashton Anderson
263
19
0
23 Aug 2020
EASTER: Efficient and Scalable Text Recognizer
Kartik Chaudhary
Raghav Bali
VLM
196
3
0
18 Aug 2020
Attention-based Fully Gated CNN-BGRU for Russian Handwritten Text
Journal of Imaging (JI), 2020
Abdelrahman Abdallah
Mohamed Hamada
D. Nurseitov
190
49
0
12 Aug 2020
A Study on Effects of Implicit and Explicit Language Model Information for DBLSTM-CTC Based Handwriting Recognition
IEEE International Conference on Document Analysis and Recognition (ICDAR), 2015
Qi Liu
Lijuan Wang
Qiang Huo
145
24
0
31 Jul 2020
Fused Text Recogniser and Deep Embeddings Improve Word Recognition and Retrieval
Siddhant Bansal
Praveen Krishnan
C. V. Jawahar
102
3
0
01 Jul 2020
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