| 2026 | ESANN | See Without Decoding: Motion-Vector-Based Tracking in Compressed Video. | Axel Duch, Clment Chatelain, Gilles Gasso |
| 2026 | ICDAR | Few-Shot Writer Adaptation via Multimodal In-Context Learning. | Tom Simon, Pierrick Tranouez, Stphane Nicolas, Clment Chatelain, 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 |
| 2025 | ICLR | TD-Paint: Faster Diffusion Inpainting Through Time-Aware Pixel Conditioning. | Tsiry Mayet, Pourya Shamsolmoali, Simon Bernard, Eric Granger, Romain Hrault, Clment Chatelain |
| 2023 | ICDAR | Faster DAN: Multi-target Queries with Document Positional Encoding for End-to-End Handwritten Document Recognition. | Denis Coquenet, Clment Chatelain, Thierry Paquet |
| 2023 | IJCNN | Domain Translation via Latent Space Mapping. | Tsiry Mayet, Simon Bernard, Clment Chatelain, Romain Hrault |
| 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 | SPAN: A Simple Predict & Align Network for Handwritten Paragraph Recognition. | Denis Coquenet, Clment Chatelain, Thierry Paquet |
| 2020 | ICFHR | Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network. | Denis Coquenet, Clment Chatelain, Thierry Paquet |
| 2020 | ICPR | Object Detection in the DCT Domain: is Luminance the Solution? | Benjamin Deguerre, Clment Chatelain, Gilles Gasso |
| 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 |
| 2019 | ICML | kernelPSI: a Post-Selection Inference Framework for Nonlinear Variable Selection. | Lotfi Slim, Clment Chatelain, Chlo-Agathe Azencott, Jean-Philippe Vert |
| 2018 | ACIVS | Effective Training of Convolutional Neural Networks for Insect Image Recognition. | Maxime Martineau, Romain Raveaux, Clment Chatelain, Donatello Conte, Gilles Venturini |
| 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 |
| 2016 | ESANN | Deep multi-task learning with evolving weights. | Soufiane Belharbi, Romain Hrault, Clment Chatelain, Sbastien Adam |
| 2016 | ICFHR | A Lexicon Verification Strategy in a BLSTM Cascade Framework. | Bruno Stuner, Clment Chatelain, 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 | Language identification from handwritten documents. | Luc Mioulet, Utpal Garain, Clment Chatelain, Philippine Barlas, 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 | ICFHR | Writing Type and Language Identification in Heterogeneous and Complex Documents. | David Hebert, Philippine Barlas, Clment Chatelain, Sbastien Adam, 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 | ICCVG | Hand Tracking Using Optical-Flow Embedded Particle Filter in Sign Language Scenes. | Selma Belgacem, Clment Chatelain, Achraf Ben-Hamadou, Thierry Paquet |
| 2010 | ICFHR | Alpha-Numerical Sequences Extraction in Handwritten Documents. | Simon Thomas, Clment Chatelain, Laurent Heutte, Thierry Paquet |
| 2010 | ICPR | An Information Extraction Model for Unconstrained Handwritten Documents. | Simon Thomas, Clment Chatelain, Laurent Heutte, Thierry Paquet |
| 2009 | ICMLA | Learning Deep Neural Networks for High Dimensional Output Problems. | Benjamin Labb, Romain Hrault, Clment Chatelain |
| 2007 | ICDAR | Multi-Objective Optimization for SVM Model Selection. | Clment Chatelain, Sbastien Adam, Yves Lecourtier, Laurent Heutte, Thierry Paquet |
| 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 |
| 2004 | ICFHR | A syntax-directed method for numerical field extraction using classifier combination. | Clment Chatelain, Laurent Heutte, Thierry Paquet |