Denis Coquenet

Publications

Article dans une revue (4)

Meta-DAN: towards an efficient prediction strategy for page-level handwritten text recognition Denis Coquenet Pattern Recognition, 2026, 177, pp.113373. ⟨10.1016/j.patcog.2026.113373⟩ Article dans une revue hal-05405085v1
End-to-End Handwritten Paragraph Text Recognition Using a Vertical Attention Network Denis Coquenet,Clément Chatelain,Thierry Paquet IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 45 (1), pp.508-524. ⟨10.1109/TPAMI.2022.3144899⟩ Article dans une revue hal-05273612v1
DAN: A Segmentation-Free Document Attention Network for Handwritten Document Recognition Denis Coquenet,Clément Chatelain,Thierry Paquet IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 45 (7), pp.8227-8243. ⟨10.1109/TPAMI.2023.3235826⟩ Article dans une revue hal-05273616v1
DAN : a Segmentation-free Document Attention Network for Handwritten Document Recognition Denis Coquenet,Clément Chatelain,Thierry Paquet IEEE Transactions on Pattern Analysis and Machine Intelligence, In press, ⟨10.1109/tpami.2023.3235826⟩ Article dans une revue hal-03621784v1

Pré-publication, Document de travail (3)

N-gram Injection into Transformers for Dynamic Language Model Adaptation in Handwritten Text Recognition Florent Meyer,Laurent Guichard,Yann Soullard,Denis Coquenet,Guillaume Gravieret al. 2026 Pré-publication, Document de travail hal-05537580v1
Are Time Series Foundation Models Susceptible to Catastrophic Forgetting? Nouha Karaouli,Denis Coquenet,Elisa Fromont,Martial Mermillod,Marina Reyboz 2025 Pré-publication, Document de travail hal-05306471v1
Leveraging Vision-Language Foundation Models for Fine-Grained Downstream Tasks Denis Coquenet,Clément Rambour,Emanuele Dalsasso,Nicolas Thome 2023 Pré-publication, Document de travail hal-04162923v1

Communication dans un congrès (6)

Relaxed syntax modeling in Transformers for future-proof license plate recognition Florent Meyer,Laurent Guichard,Denis Coquenet,Guillaume Gravier,Yann Soullardet al. ICDAR 2025 - International Conference on Document Analysis and Recognition, Sep 2025, Wuhan, China. pp.154-171, ⟨10.1007/978-3-032-04627-7_9⟩ Communication dans un congrès hal-05147482v1
How Foundational are Foundation Models for Time Series Forecasting? Nouha Karaouli,Denis Coquenet,Elisa Fromont,Martial Mermillod,Marina Reyboz BERT2 S 2025 - NeurIPS Workshop on Recent Advances in Time Series Foundation Models, Dec 2025, San Diego, CA, United States. pp.1-8 Communication dans un congrès hal-05300066v1
Handwritten text recognition: from isolated text lines to whole documents Denis Coquenet,Clément Chatelain,Thierry Paquet ORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France Communication dans un congrès hal-03339648v1
SPAN: A Simple Predict & Align Network for Handwritten Paragraph Recognition Denis Coquenet,Clément Chatelain,Thierry Paquet ICDAR, 2021, Lausanne ( CH), France. pp.70-84, ⟨10.1007/978-3-030-86334-0_5⟩ Communication dans un congrès hal-05273562v1
Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network Denis Coquenet,Clément Chatelain,Thierry Paquet 2020 17th International Conference on Frontiers in Handwriting Recognition (ICFHR), Sep 2020, Dortmund, Germany. pp.19-24, ⟨10.1109/ICFHR2020.2020.00015⟩ Communication dans un congrès hal-03073795v1
Have Convolutions Already Made Recurrence Obsolete for Unconstrained Handwritten Text Recognition? Denis Coquenet,Yann Soullard,Clement Chatelain,Thierry Paquet 2019 International Conference on Document Analysis and Recognition Workshops (ICDARW), Sep 2019, Sydney, Australia. pp.65-70, ⟨10.1109/ICDARW.2019.40083⟩ Communication dans un congrès hal-02420313v1

Chapitre d'ouvrage (2)

Faster DAN: Multi-target Queries with Document Positional Encoding for End-to-end Handwritten Document Recognition Denis Coquenet,Clément Chatelain,Thierry Paquet Document Analysis and Recognition - ICDAR 2023, 14190, Springer Nature Switzerland, pp.182-199, 2023, Lecture Notes in Computer Science, ⟨10.1007/978-3-031-41685-9_12⟩ Chapitre d'ouvrage hal-03957156v1
SPAN: A Simple Predict & Align Network for Handwritten Paragraph Recognition Denis Coquenet,Clément Chatelain,Thierry Paquet International Conference on Document Analysis and Recognition, pp.70-84, 2021, ⟨10.1007/978-3-030-86334-0_5⟩ Chapitre d'ouvrage hal-03342274v1

Thèse (1)

Towards End-to-end Handwritten Document Recognition Denis Coquenet Computer Vision and Pattern Recognition [cs.CV]. Université de Rouen Normandie, 2022. English. ⟨NNT : ⟩ Thèse tel-03789236v1