| 2026 | ICDAR | Few-Shot Writer Adaptation via Multimodal In-Context Learning. | Tom Simon, Pierrick Tranouez, Stphane Nicolas, Clment Chatelain, Thierry Paquet |
| 2026 | ICPR | DenTab: A Dataset for Table Recognition and Visual QA on Real-World Dental Estimates. | Laziz Hamdi, Amine Tamasna, Thierry Paquet |
| 2025 | ICDAR | Classifying the Unknown: In-Context Learning for Open-Vocabulary Text and Symbol Recognition. | Tom Simon, William Mocar, Pierrick Tranouez, Clment Chatelain, Thierry Paquet |
| 2024 | ICDAR | End-to-End Information Extraction in Handwritten Documents: Understanding Paris Marriage Records from 1880 to 1940. | Thomas Constum, Lucas Preel, Tho Larcher, Thierry Paquet, Pierrick Tranouez, Sandra Bre |
| 2024 | ICDAR | Sheet Music Transformer: End-To-End Optical Music Recognition Beyond Monophonic Transcription. | Antonio Ros-Vila, Jorge Calvo-Zaragoza, Thierry Paquet |
| 2023 | ICDAR | Faster DAN: Multi-target Queries with Document Positional Encoding for End-to-End Handwritten Document Recognition. | Denis Coquenet, Clment Chatelain, Thierry Paquet |
| 2022 | DAS | Recognition and Information Extraction in Historical Handwritten Tables: Toward Understanding Early 20 | Thomas Constum, Nicolas Kempf, Thierry Paquet, Pierrick Tranouez, Clment Chatelain, Sandra Bre, Franois Merveille |
| 2021 | ICDAR | Including Keyword Position in Image-based Models for Act Segmentation of Historical Registers. | Mlodie Boillet, Martin Maarand, Thierry Paquet, Christopher Kermorvant |
| 2021 | ICDAR | SPAN: A Simple Predict & Align Network for Handwritten Paragraph Recognition. | Denis Coquenet, Clment Chatelain, Thierry Paquet |
| 2020 | DAS | A Named Entity Extraction System for Historical Financial Data. | Wassim Swaileh, Thierry Paquet, Sbastien Adam, Andres Rojas Camacho |
| 2020 | ICFHR | Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network. | Denis Coquenet, Clment Chatelain, Thierry Paquet |
| 2020 | ICPR | Multiple Document Datasets Pre-training Improves Text Line Detection With Deep Neural Networks. | Mlodie Boillet, Christopher Kermorvant, Thierry Paquet |
| 2019 | ICDAR | Have Convolutions Already Made Recurrence Obsolete for Unconstrained Handwritten Text Recognition? | Denis Coquenet, Yann Soullard, Clment Chatelain, Thierry Paquet |
| 2019 | ICDAR | Improving Text Recognition using Optical and Language Model Writer Adaptation. | Yann Soullard, Wassim Swaileh, Pierrick Tranouez, Thierry Paquet, Clment Chatelain |
| 2017 | ICDAR | Handwritten Text Line Segmentation Using Fully Convolutional Network. | Guillaume Renton, Clment Chatelain, Sbastien Adam, Christopher Kermorvant, Thierry Paquet |
| 2017 | ICDAR | Self-Training of BLSTM with Lexicon Verification for Handwriting Recognition. | Bruno Stuner, Clment Chatelain, Thierry Paquet |
| 2017 | ICDAR | Handwriting Recognition with Multigrams. | Wassim Swaileh, Thierry Paquet, Yann Soullard, Pierrick Tranouez |
| 2016 | ICFHR | A Lexicon Verification Strategy in a BLSTM Cascade Framework. | Bruno Stuner, Clment Chatelain, Thierry Paquet |
| 2016 | ICFHR | A Unified French/English Syllabic Model for Handwriting Recognition. | Wassim Swaileh, Julien Lerouge, Thierry Paquet |
| 2016 | ICPR | Cascading BLSTM networks for handwritten word recognition. | Bruno Stuner, Clment Chatelain, Thierry Paquet |
| 2015 | ICDAR | Benchmarking discriminative approaches for word spotting in handwritten documents. | Gautier Bideault, Luc Mioulet, Clment Chatelain, Thierry Paquet |
| 2015 | ICDAR | Unconstrained Bengali handwriting recognition with recurrent models. | Utpal Garain, Luc Mioulet, Bidyut B. Chaudhuri, Clment Chatelain, Thierry Paquet |
| 2015 | ICDAR | Keyword spotting in handwritten documents based on a generic text line HMM and a SVM verification. | Yousri Kessentini, Thierry Paquet |
| 2015 | ICDAR | Language identification from handwritten documents. | Luc Mioulet, Utpal Garain, Clment Chatelain, Philippine Barlas, Thierry Paquet |
| 2015 | ICDAR | OCR performance prediction using cross-OCR alignment. | Ahmed Ben Salah, Jean-Philippe Moreux, Nicolas Ragot, Thierry Paquet |
| 2015 | ICDAR | Multi-script iterative steerable directional filtering for handwritten text line extraction. | Wassim Swaileh, Kamel Ait-Mohand, Thierry Paquet |
| 2015 | ICPRAM | A Hybrid BLSTM-HMM for Spotting Regular Expressions. | Gautier Bideault, Luc Mioulet, Clment Chatelain, Thierry Paquet |
| 2015 | ICPRAM | Using BLSTM for Spotting Regular Expressions in Handwritten Documents. | Gautier Bideault, Luc Mioulet, Clment Chatelain, Thierry Paquet |
| 2015 | ICPRAM | BLSTM-CTC Combination Strategies for Off-line Handwriting Recognition. | Luc Mioulet, Gautier Bideault, Clment Chatelain, Thierry Paquet, Stephan Brunessaux |
| 2014 | DAS | A Typed and Handwritten Text Block Segmentation System for Heterogeneous and Complex Documents. | Philippine Barlas, Sbastien Adam, Clment Chatelain, Thierry Paquet |
| 2014 | DAS | OCR Performance Prediction Using a Bag of Allographs and Support Vector Regression. | Tapan Kumar Bhowmik, Thierry Paquet, Nicolas Ragot |
| 2014 | ICFHR | Writing Type and Language Identification in Heterogeneous and Complex Documents. | David Hebert, Philippine Barlas, Clment Chatelain, Sbastien Adam, Thierry Paquet |
| 2013 | ICDAR | Discrete CRF Based Combination Framework for Document Image Binarization. | David Hebert, Stphane Nicolas, Thierry Paquet |
| 2013 | ICDAR | Learning to Detect Tables in Scanned Document Images Using Line Information. | Thotreingam Kasar, Philippine Barlas, Sbastien Adam, Clment Chatelain, Thierry Paquet |
| 2013 | ICDAR | Word Spotting and Regular Expression Detection in Handwritten Documents. | Yousri Kessentini, Clment Chatelain, Thierry Paquet |
| 2012 | DocEng | Logical segmentation for article extraction in digitized old newspapers. | Thomas Palfray, David Hebert, Stphane Nicolas, Pierrick Tranouez, Thierry Paquet |
| 2012 | ICCVG | Hand Tracking Using Optical-Flow Embedded Particle Filter in Sign Language Scenes. | Selma Belgacem, Clment Chatelain, Achraf Ben-Hamadou, Thierry Paquet |
| 2011 | ECSQARU | Constructing Dynamic Frames of Discernment in Cases of Large Number of Classes. | Yousri Kessentini, Thomas Burger, Thierry Paquet |
| 2011 | ICDAR | Dempster-Shafer Based Rejection Strategy for Handwritten Word Recognition. | Thomas Burger, Yousri Kessentini, Thierry Paquet |
| 2011 | ICDAR | Continuous CRF with Multi-scale Quantization Feature Functions Application to Structure Extraction in Old Newspaper. | David Hebert, Thierry Paquet, Stphane Nicolas |
| 2011 | ICDAR | An Optimized Multi-stream Decoding Algorithm for Handwritten Word Recognition. | Yousri Kessentini, Thierry Paquet, Ahmed Guermazi |
| 2010 | ICFHR | Dealing with Precise and Imprecise Decisions with a Dempster-Shafer Theory Based Algorithm in the Context of Handwritten Word Recognition. | Thomas Burger, Yousri Kessentini, Thierry Paquet |
| 2010 | ICFHR | Alpha-Numerical Sequences Extraction in Handwritten Documents. | Simon Thomas, Clment Chatelain, Laurent Heutte, Thierry Paquet |
| 2010 | ICPR | Structure Adaptation of HMM Applied to OCR. | Kamel Ait-Mohand, Thierry Paquet, Nicolas Ragot, Laurent Heutte |
| 2010 | ICPR | An Information Extraction Model for Unconstrained Handwritten Documents. | Simon Thomas, Clment Chatelain, Laurent Heutte, Thierry Paquet |
| 2010 | IPMU | Evidential Combination of Multiple HMM Classifiers for Multi-script Handwritting Recognition. | Yousri Kessentini, Thomas Burger, Thierry Paquet |
| 2009 | ICDAR | Off-Line Multi-Script Writer Identification Using AR Coefficients. | Utpal Garain, Thierry Paquet |
| 2009 | ICDAR | A Multi-Lingual Recognition System for Arabic and Latin Handwriting. | Yousri Kessentini, Thierry Paquet, Abdelmajid Ben Hamadou |
| 2008 | ICPR | Multi-script handwriting recognition with N-streams low level features. | Yousri Kessentini, Thierry Paquet, Abdelmajid Ben Hamadou |
| 2007 | ICDAR | Multi-Objective Optimization for SVM Model Selection. | Clment Chatelain, Sbastien Adam, Yves Lecourtier, Laurent Heutte, Thierry Paquet |
| 2007 | ICDAR | Machine Dating of Handwritten Manuscripts. | Utpal Garain, Swapan K. Parui, Thierry Paquet, Laurent Heutte |
| 2007 | ICDAR | A Multi-stream Approach to Off-Line Handwritten Word Recognition. | Yousri Kessentini, Thierry Paquet, Abdelmajid Ben Hamadou |
| 2007 | ICDAR | Document Image Segmentation Using a 2D Conditional Random Field Model. | Stphane Nicolas, J. Dardenne, Thierry Paquet, Laurent Heutte |
| 2006 | DAS | Segmentation-Driven Recognition Applied to Numerical Field Extraction from Handwritten Incoming Mail Documents. | Clment Chatelain, Laurent Heutte, Thierry Paquet |
| 2006 | ICPR | A two-stage outlier rejection strategy for numerical field extraction in handwritten documents. | Clment Chatelain, Laurent Heutte, Thierry Paquet |
| 2006 | ICPR | A Markovian Approach for Handwritten Document Segmentation. | Stphane Nicolas, Thierry Paquet, Laurent Heutte |
| 2005 | ICDAR | On Foreground-Background Separation in Low Quality Color Document Images. | Utpal Garain, Thierry Paquet, Laurent Heutte |
| 2005 | ICDAR | Handwritten Document Segmentation Using Hidden Markov Random Fields. | Stphane Nicolas, Yousri Kessentini, Thierry Paquet, Laurent Heutte |
| 2004 | DAS | Enriching Historical Manuscripts: The Bovary Project. | Stphane Nicolas, Thierry Paquet, Laurent Heutte |
| 2004 | ICFHR | Handwriting analysis for writer verification. | Ameur Bensefia, Thierry Paquet, Laurent Heutte |
| 2004 | ICFHR | A syntax-directed method for numerical field extraction using classifier combination. | Clment Chatelain, Laurent Heutte, Thierry Paquet |
| 2004 | ICFHR | Combination of contextual information for handwritten word recognition. | Guillaume Koch, Thierry Paquet, Laurent Heutte |
| 2004 | ICFHR | Text line segmentation in handwritten document using a production system. | Stphane Nicolas, Thierry Paquet, Laurent Heutte |
| 2003 | DocEng | Digitizing cultural heritage manuscripts: the Bovary project. | Stphane Nicolas, Thierry Paquet, Laurent Heutte |
| 2003 | ICDAR | Information Retrieval Based Writer Identification. | Ameur Bensefia, Thierry Paquet, Laurent Heutte |
| 2003 | ICDAR | Numerical Sequence Extraction in Handwritten Incoming Mail Documents. | Guillaume Koch, Laurent Heutte, Thierry Paquet |
| 2002 | ICFHR | Writer identification by writer's invariants. | Ameur Bensefia, Ali Nosary, Thierry Paquet, Laurent Heutte |
| 2002 | ICFHR | Handwritten text recognition through writer adaptation. | Ali Nosary, Thierry Paquet, Laurent Heutte, Ameur Bensefia |
| 1999 | ICDAR | Defining Writer's Invariants to Adapt the Recognition Task. | Ali Nosary, Laurent Heutte, Thierry Paquet, Yves Lecourtier |
| 1996 | ICPR | Combining structural and statistical features for the recognition of handwritten characters. | Laurent Heutte, Jean-Vincent Moreau, Thierry Paquet, Yves Lecourtier, Christian Olivier |
| 1995 | ICDAR | Evaluation of codes and primitives: recognition of unconstrained handwritten numerals. | N. Feray, Denis de Brucq, Katerin Romeo-Pakker, Thierry Paquet |
| 1995 | ICDAR | Recognition of handwritten words using stochastic models. | Christian Olivier, Thierry Paquet, Manuel Avila, Yves Lecourtier |