Clément Chatelain

Sébastien Adam

IEEE Access, 2024

Pseudo-Labeling With Large Language Models for Multi-Label Emotion Classification of French Tweets.

[BibT_eX]

[DOI]

Romain Picot-Clémente

Jérôme Cortinovis

IEEE Access, 2024

2023

DAN: A Segmentation-Free Document Attention Network for Handwritten Document Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

End-to-End Handwritten Paragraph Text Recognition Using a Vertical Attention Network.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2023

Multiple Noises in Diffusion Model for Semi-Supervised Multi-Domain Translation.

[BibT_eX]

[DOI]

CoRR, 2023

Domain Translation via Latent Space Mapping.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

Faster DAN: Multi-target Queries with Document Positional Encoding for End-to-End Handwritten Document Recognition.

[BibT_eX]

[DOI]

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

2022

Recognition and Information Extraction in Historical Handwritten Tables: Toward Understanding Early 20<sup>th</sup> Century Paris Census.

[BibT_eX]

[DOI]

Proceedings of the Document Analysis Systems - 15th IAPR International Workshop, 2022

2021

SPAN: A Simple Predict & Align Network for Handwritten Paragraph Recognition.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

2020

Multi-scale Gated Fully Convolutional DenseNets for semantic labeling of historical newspaper images.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2020

Handwriting recognition using cohort of LSTM and lexicon verification with extremely large lexicon.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2020

Object Detection in the DCT Domain: is Luminance the Solution?

[BibT_eX]

[DOI]

Benjamin Deguerre

Gilles Gasso

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Frontiers in Handwriting Recognition, 2020

2019

Multi-Task Deep Learning for Pedestrian Detection, Action Recognition and Time to Cross Prediction.

[BibT_eX]

[DOI]

IEEE Access, 2019

Fast object detection in compressed JPEG Images.

[BibT_eX]

[DOI]

Benjamin Deguerre

Gilles Gasso

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Improving Text Recognition using Optical and Language Model Writer Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Have Convolutions Already Made Recurrence Obsolete for Unconstrained Handwritten Text Recognition?

[BibT_eX]

[DOI]

Proceedings of the Second International Workshop on Machine Learning, 2019

Contributions à l'apprentissage profond, applications à la reconnaissance d'écriture manuscrite.

[BibT_eX]

[DOI]

, 2019

2018

Deep neural networks regularization for structured output prediction.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Fully convolutional network with dilated convolutions for handwritten text line segmentation.

[BibT_eX]

[DOI]

Christopher Kermorvant

Int. J. Document Anal. Recognit., 2018

Effective Training of Convolutional Neural Networks for Insect Image Recognition.

[BibT_eX]

[DOI]

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2018

2017

Gesture sequence recognition with one shot learned CRF/HMM hybrid model.

[BibT_eX]

[DOI]

Selma Belgacem

Image Vis. Comput., 2017

Neural Networks Regularization Through Class-wise Invariant Representation Learning.

[BibT_eX]

[DOI]

CoRR, 2017

LV-ROVER: Lexicon Verified Recognizer Output Voting Error Reduction.

[BibT_eX]

[DOI]

CoRR, 2017

Spotting L3 slice in CT scans using deep convolutional network and transfer learning.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2017

Self-Training of BLSTM with Lexicon Verification for Handwriting Recognition.

[BibT_eX]

[DOI]

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Handwritten Text Line Segmentation Using Fully Convolutional Network.

[BibT_eX]

[DOI]

Guillaume Renton

Sébastien Adam

Christopher Kermorvant

Proceedings of the First Workshop of Machine Learning, 2017

2016

The Multiclass ROC Front method for cost-sensitive classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

Cohort of LSTM and lexicon verification for handwriting recognition with gigantic lexicon.

[BibT_eX]

[DOI]

CoRR, 2016

Cascading BLSTM networks for handwritten word recognition.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

A Lexicon Verification Strategy in a BLSTM Cascade Framework.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Deep multi-task learning with evolving weights.

[BibT_eX]

[DOI]

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

Language Identification in Document Images.

[BibT_eX]

[DOI]

Proceedings of the Document Recognition and Retrieval XXIII, 2016

2015

IODA: An input/output deep architecture for image labeling.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

A deep HMM model for multiple keywords spotting in handwritten documents.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2015

Input/Output Deep Architecture for Structured Output Problems.

[BibT_eX]

[DOI]

CoRR, 2015

BLSTM-CTC Combination Strategies for Off-line Handwriting Recognition.

[BibT_eX]

Proceedings of the ICPRAM 2015, 2015

Using BLSTM for Spotting Regular Expressions in Handwritten Documents.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition Applications and Methods, 2015

A Hybrid BLSTM-HMM for Spotting Regular Expressions.

[BibT_eX]

Proceedings of the ICPRAM 2015, 2015

Language identification from handwritten documents.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Unconstrained Bengali handwriting recognition with recurrent models.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Benchmarking discriminative approaches for word spotting in handwritten documents.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Exploring multiple feature combination strategies with a recurrent neural network architecture for off-line handwriting recognition.

[BibT_eX]

[DOI]

Proceedings of the Document Recognition and Retrieval XXII, 2015

Spotting handwritten words and REGEX using a two stage BLSTM-HMM architecture.

[BibT_eX]

[DOI]

Proceedings of the Document Recognition and Retrieval XXII, 2015

2014

A Hybrid CRF/HMM Approach for Handwriting Recognition.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014

Writing Type and Language Identification in Heterogeneous and Complex Documents.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

A Typed and Handwritten Text Block Segmentation System for Heterogeneous and Complex Documents.

[BibT_eX]

[DOI]

Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

Détection de tableaux dans des documents complexes.

[BibT_eX]

[DOI]

Proceedings of the CORIA 2014, 2014

Détection et segmentation des blocs de texte manuscrits et imprimés dans des documents complexes.

[BibT_eX]

[DOI]

Proceedings of the CORIA 2014, 2014

2013

Un modèle neuro markovien profond pour l'extraction de séquences dans des documents manuscrits.

[BibT_eX]

[DOI]

Document Numérique, 2013

Word Spotting and Regular Expression Detection in Handwritten Documents.

[BibT_eX]

[DOI]

Yousri Kessentini

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Learning to Detect Tables in Scanned Document Images Using Line Information.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

2012

A categorization system for handwritten documents.

[BibT_eX]

[DOI]

Int. J. Document Anal. Recognit., 2012

Hand Tracking Using Optical-Flow Embedded Particle Filter in Sign Language Scenes.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision and Graphics - International Conference, 2012

2011

Genetically Regulated Metabolic Networks: Gale-Nikaido Modules and Differential Inequalities.

[BibT_eX]

[DOI]

Trans. Comp. Sys. Biology, 2011

2010

A multi-model selection framework for unknown and/or evolutive misclassification cost problems.

[BibT_eX]

[DOI]

Pattern Recognit., 2010

Noncost Sensitive SVM Training Using Multiple Model Selection.

[BibT_eX]

[DOI]

J. Circuits Syst. Comput., 2010

An Information Extraction Model for Unconstrained Handwritten Documents.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Alpha-Numerical Sequences Extraction in Handwritten Documents.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

2009

Learning Deep Neural Networks for High Dimensional Output Problems.

[BibT_eX]

[DOI]

Benjamin Labbé

Romain Hérault

Proceedings of the International Conference on Machine Learning and Applications, 2009

2007

Multi-Objective Optimization for SVM Model Selection.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

2006

A two-stage outlier rejection strategy for numerical field extraction in handwritten documents.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Extraction automatique de champs numériques dans des documents manuscrits.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2006), 2006

Segmentation-Driven Recognition Applied to Numerical Field Extraction from Handwritten Incoming Mail Documents.

[BibT_eX]

[DOI]

Proceedings of the Document Analysis Systems VII, 7th International Workshop, 2006

2004

A syntax-directed method for numerical field extraction using classifier combination.

[BibT_eX]

[DOI]