A syntax-directed method for numerical field extraction using classifier combination. - Clément Chatelain 001; Laurent Heutte; Thierry Paquet (IWFHR, 2004)

Segmentation-Driven Recognition Applied to Numerical Field Extraction from Handwritten Incoming Mail Documents. - Clément Chatelain 001; Laurent Heutte; Thierry Paquet (Document Analysis Systems, 2006)

Extraction automatique de champs numériques dans des documents manuscrits. - Clément Chatelain 001; Laurent Heutte; Thierry Paquet (EGC, 2006)

A two-stage outlier rejection strategy for numerical field extraction in handwritten documents. - Clément Chatelain 001; Laurent Heutte; Thierry Paquet (ICPR (3), 2006)

Multi-Objective Optimization for SVM Model Selection. - Clément Chatelain 001; Sébastien Adam; Yves Lecourtier; Laurent Heutte; Thierry Paquet (ICDAR, 2007)

Learning Deep Neural Networks for High Dimensional Output Problems. - Benjamin Labbé; Romain Hérault; Clément Chatelain 001 (ICMLA, 2009)

Alpha-Numerical Sequences Extraction in Handwritten Documents. - Simon Thomas 002; Clément Chatelain 001; Laurent Heutte; Thierry Paquet (ICFHR, 2010)

An Information Extraction Model for Unconstrained Handwritten Documents. - Simon Thomas 002; Clément Chatelain 001; Laurent Heutte; Thierry Paquet (ICPR, 2010)

Noncost Sensitive SVM Training Using Multiple Model Selection. - Clément Chatelain 001; Sébastien Adam; Yves Lecourtier; Laurent Heutte; Thierry Paquet (J. Circuits Syst. Comput., 2010)

A multi-model selection framework for unknown and/or evolutive misclassification cost problems. - Clément Chatelain 001; Sébastien Adam; Yves Lecourtier; Laurent Heutte; Thierry Paquet (Pattern Recognit., 2010)

Genetically Regulated Metabolic Networks: Gale-Nikaido Modules and Differential Inequalities. - Ovidiu Radulescu; Anne Siegel; Elisabeth Pécou; Clément Chatelain 001; Sandrine Lagarrigue (Trans. Comp. Sys. Biology, 2011)

Hand Tracking Using Optical-Flow Embedded Particle Filter in Sign Language Scenes. - Selma Belgacem; Clément Chatelain 001; Achraf Ben-Hamadou; Thierry Paquet (ICCVG, 2012)

A categorization system for handwritten documents. - Thierry Paquet; Laurent Heutte; Guillaume Koch; Clément Chatelain 001 (Int. J. Document Anal. Recognit., 2012)

Learning to Detect Tables in Scanned Document Images Using Line Information. - Thotreingam Kasar; Philippine Barlas; Sébastien Adam; Clément Chatelain 001; Thierry Paquet (ICDAR, 2013)

Word Spotting and Regular Expression Detection in Handwritten Documents. - Yousri Kessentini; Clément Chatelain 001; Thierry Paquet (ICDAR, 2013)

Un modèle neuro markovien profond pour l'extraction de séquences dans des documents manuscrits. - Simon Thomas 002; Clément Chatelain 001; Thierry Paquet; Laurent Heutte (Document Numérique, 2013)

Détection et segmentation des blocs de texte manuscrits et imprimés dans des documents complexes. - Philippine Barlas; Clément Chatelain 001; Sébastien Adam; Thierry Paquet (CORIA-CIFED, 2014)

Détection de tableaux dans des documents complexes. - Thotreingam Kasar; Philippine Barlas; Sébastien Adam; Clément Chatelain 001; Thierry Paquet (CORIA-CIFED, 2014)

A Typed and Handwritten Text Block Segmentation System for Heterogeneous and Complex Documents. - Philippine Barlas; Sébastien Adam; Clément Chatelain 001; Thierry Paquet (Document Analysis Systems, 2014)

Writing Type and Language Identification in Heterogeneous and Complex Documents. - David Hebert; Philippine Barlas; Clément Chatelain 001; Sébastien Adam; Thierry Paquet (ICFHR, 2014)

A Hybrid CRF/HMM Approach for Handwriting Recognition. - Gautier Bideault; Luc Mioulet; Clément Chatelain 001; Thierry Paquet (ICIAR (1), 2014)

Spotting handwritten words and REGEX using a two stage BLSTM-HMM architecture. - Gautier Bideault; Luc Mioulet; Clément Chatelain 001; Thierry Paquet (DRR, 2015)

Exploring multiple feature combination strategies with a recurrent neural network architecture for off-line handwriting recognition. - Luc Mioulet; Gautier Bideault; Clément Chatelain 001; Thierry Paquet; Stephan Brunessaux (DRR, 2015)

Benchmarking discriminative approaches for word spotting in handwritten documents. - Gautier Bideault; Luc Mioulet; Clément Chatelain 001; Thierry Paquet (ICDAR, 2015)

Unconstrained Bengali handwriting recognition with recurrent models. - Utpal Garain; Luc Mioulet; Bidyut B. Chaudhuri; Clément Chatelain 001; Thierry Paquet (ICDAR, 2015)

Language identification from handwritten documents. - Luc Mioulet; Utpal Garain; Clément Chatelain 001; Philippine Barlas; Thierry Paquet (ICDAR, 2015)

A Hybrid BLSTM-HMM for Spotting Regular Expressions. - Gautier Bideault; Luc Mioulet; Clément Chatelain 001; Thierry Paquet (ICPRAM (2), 2015)

Using BLSTM for Spotting Regular Expressions in Handwritten Documents. - Gautier Bideault; Luc Mioulet; Clément Chatelain 001; Thierry Paquet (ICPRAM (Selected Papers), 2015)

BLSTM-CTC Combination Strategies for Off-line Handwriting Recognition. - Luc Mioulet; Gautier Bideault; Clément Chatelain 001; Thierry Paquet; Stephan Brunessaux (ICPRAM (1), 2015)

Input/Output Deep Architecture for Structured Output Problems. - Soufiane Belharbi; Clément Chatelain 001; Romain Hérault; Sébastien Adam (CoRR, 2015)

A deep HMM model for multiple keywords spotting in handwritten documents. - Simon Thomas 002; Clément Chatelain 001; Laurent Heutte; Thierry Paquet; Yousri Kessentini (Pattern Anal. Appl., 2015)

IODA: An input/output deep architecture for image labeling. - Julien Lerouge; Romain Hérault; Clément Chatelain 001; Fabrice Jardin; Romain Modzelewski (Pattern Recognit., 2015)

Language Identification in Document Images. - Philippine Barlas; David Hebert; Clément Chatelain 001; Sébastien Adam; Thierry Paquet (Document Recognition and Retrieval, 2016)

Deep multi-task learning with evolving weights. - Soufiane Belharbi; Romain Hérault; Clément Chatelain 001; Sébastien Adam (ESANN, 2016)

A Lexicon Verification Strategy in a BLSTM Cascade Framework. - Bruno Stuner; Clément Chatelain 001; Thierry Paquet (ICFHR, 2016)

Cascading BLSTM networks for handwritten word recognition. - Bruno Stuner; Clément Chatelain 001; Thierry Paquet (ICPR, 2016)

Cohort of LSTM and lexicon verification for handwriting recognition with gigantic lexicon. - Bruno Stuner; Clément Chatelain 001; Thierry Paquet (CoRR, 2016)

The Multiclass ROC Front method for cost-sensitive classification. - Simon Bernard 001; Clément Chatelain 001; Sébastien Adam; Robert Sabourin (Pattern Recognit., 2016)

Handwritten Text Line Segmentation Using Fully Convolutional Network. - Guillaume Renton; Clément Chatelain 001; Sébastien Adam; Christopher Kermorvant; Thierry Paquet (WML@ICDAR, 2017)

Self-Training of BLSTM with Lexicon Verification for Handwriting Recognition. - Bruno Stuner; Clément Chatelain 001; Thierry Paquet (ICDAR, 2017)

Spotting L3 slice in CT scans using deep convolutional network and transfer learning. - Soufiane Belharbi; Clément Chatelain 001; Romain Hérault; Sébastien Adam; Sébastien Thureau; Mathieu Chastan; Romain Modzelewski (Comput. Biol. Medicine, 2017)

LV-ROVER: Lexicon Verified Recognizer Output Voting Error Reduction. - Bruno Stuner; Clément Chatelain 001; Thierry Paquet (CoRR, 2017)

Neural Networks Regularization Through Class-wise Invariant Representation Learning. - Soufiane Belharbi; Clément Chatelain 001; Romain Hérault; Sébastien Adam (CoRR, 2017)

Gesture sequence recognition with one shot learned CRF/HMM hybrid model. - Selma Belgacem; Clément Chatelain 001; Thierry Paquet (Image Vis. Comput., 2017)

Effective Training of Convolutional Neural Networks for Insect Image Recognition. - Maxime Martineau; Romain Raveaux; Clément Chatelain 001; Donatello Conte; Gilles Venturini (ACIVS, 2018)

Fully convolutional network with dilated convolutions for handwritten text line segmentation. - Guillaume Renton; Yann Soullard; Clément Chatelain 001; Sébastien Adam; Christopher Kermorvant; Thierry Paquet (Int. J. Document Anal. Recognit., 2018)

Deep neural networks regularization for structured output prediction. - Soufiane Belharbi; Romain Hérault; Clément Chatelain 001; Sébastien Adam (Neurocomputing, 2018)

Contributions à l'apprentissage profond, applications à la reconnaissance d'écriture manuscrite. - Clément Chatelain 001 (2019)

Have Convolutions Already Made Recurrence Obsolete for Unconstrained Handwritten Text Recognition? - Denis Coquenet; Yann Soullard; Clément Chatelain 001; Thierry Paquet (WML@ICDAR, 2019)

Improving Text Recognition using Optical and Language Model Writer Adaptation. - Yann Soullard; Wassim Swaileh; Pierrick Tranouez; Thierry Paquet; Clément Chatelain 001 (ICDAR, 2019)

Fast object detection in compressed JPEG Images. - Benjamin Deguerre; Clément Chatelain 001; Gilles Gasso (ITSC, 2019)

Multi-Task Deep Learning for Pedestrian Detection, Action Recognition and Time to Cross Prediction. - Danut Ovidiu Pop; Alexandrina Rogozan; Clément Chatelain 001; Fawzi Nashashibi; Abdelaziz Bensrhair (IEEE Access, 2019)

Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network. - Denis Coquenet; Clément Chatelain 001; Thierry Paquet (ICFHR, 2020)

Object Detection in the DCT Domain: is Luminance the Solution? - Benjamin Deguerre; Clément Chatelain 001; Gilles Gasso (ICPR, 2020)

Handwriting recognition using cohort of LSTM and lexicon verification with extremely large lexicon. - Bruno Stuner; Clément Chatelain 001; Thierry Paquet (Multim. Tools Appl., 2020)

Multi-scale Gated Fully Convolutional DenseNets for semantic labeling of historical newspaper images. - Yann Soullard; Pierrick Tranouez; Clément Chatelain 001; Stéphane Nicolas; Thierry Paquet (Pattern Recognit. Lett., 2020)

SPAN: A Simple Predict & Align Network for Handwritten Paragraph Recognition. - Denis Coquenet; Clément Chatelain 001; Thierry Paquet (ICDAR (3), 2021)

Recognition and Information Extraction in Historical Handwritten Tables: Toward Understanding Early 20th Century Paris Census. - Thomas Constum; Nicolas Kempf; Thierry Paquet; Pierrick Tranouez; Clément Chatelain 001; Sandra Brée; François Merveille (DAS, 2022)

Faster DAN: Multi-target Queries with Document Positional Encoding for End-to-End Handwritten Document Recognition. - Denis Coquenet; Clément Chatelain 001; Thierry Paquet (ICDAR (4), 2023)

Domain Translation via Latent Space Mapping. - Tsiry Mayet; Simon Bernard 001; Clément Chatelain 001; Romain Hérault (IJCNN, 2023)

Multiple Noises in Diffusion Model for Semi-Supervised Multi-Domain Translation. - Tsiry Mayet; Simon Bernard 001; Clément Chatelain 001; Romain Hérault (CoRR, 2023)

End-to-End Handwritten Paragraph Text Recognition Using a Vertical Attention Network. - Denis Coquenet; Clément Chatelain 001; Thierry Paquet (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

DAN: A Segmentation-Free Document Attention Network for Handwritten Document Recognition. - Denis Coquenet; Clément Chatelain 001; Thierry Paquet (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

DspGNN : Une Approche Spectrale de Réseau de Neurones sur Graphes Dynamiques pour la régression des arêtes. - Leshanshui Yang; Clément Chatelain 001; Sébastien Adam (EGC, 2024)

Pseudo-Labeling With Large Language Models for Multi-Label Emotion Classification of French Tweets. - Usman Malik; Simon Bernard 001; Alexandre Pauchet; Clément Chatelain 001; Romain Picot-Clémente; Jérôme Cortinovis (IEEE Access, 2024)

Dynamic Graph Representation Learning With Neural Networks: A Survey. - Leshanshui Yang; Clément Chatelain 001; Sébastien Adam (IEEE Access, 2024)

Temporal receptive field in dynamic graph learning: A comprehensive analysis. - Yannis Karmim; Leshanshui Yang; Raphaël Fournier-S'niehotta; Clément Chatelain 001; Sébastien Adam; Nicolas Thome (CoRR, 2024)

End-to-End Traffic Flow Rate Estimation From MPEG4 part-2 Compressed Video Streams. - Benjamin Deguerre; Clément Chatelain 001; Gilles Gasso (IEEE Trans. Intell. Transp. Syst., 2024)

TD-Paint: Faster Diffusion Inpainting Through Time-Aware Pixel Conditioning. - Tsiry Mayet; Pourya Shamsolmoali; Simon Bernard 001; Eric Granger; Romain Hérault; Clément Chatelain 001 (ICLR, 2025)

Classifying the Unknown: In-Context Learning for Open-Vocabulary Text and Symbol Recognition. - Tom Simon; William Mocaer; Pierrick Tranouez; Clément Chatelain 001; Thierry Paquet (CoRR, 2025)

Predicting Patient Survival with Airway Biomarkers using nn-Unet/Radiomics. - Zacharia Mesbah; Dhruv Jain; Tsiry Mayet; Romain Modzelewski; Romain Hérault; Simon Bernard 001; Sébastien Thureau; Clément Chatelain 001 (CoRR, 2025)

Differential-UMamba: Rethinking Tumor Segmentation Under Limited Data Scenarios. - Dhruv Jain; Romain Modzelewski; Romain Hérault; Clément Chatelain 001; Eva Torfeh; Sébastien Thureau (CoRR, 2025)