Publications

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International Journals

• Denis Coquenet, Clément Chatelain, Thierry Paquet
  "DAN: a Segmentation-free Document Attention Network for Handwritten Document Recognition"
  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023.
  BibTeX Paper Code Demo

  @article{Coquenet2023b,
      author={ Denis Coquenet and Clément Chatelain and Thierry Paquet },
      journal={IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
      title={DAN: a Segmentation-free Document Attention Network for Handwritten Document Recognition},
      year={2023},
      pages={8227-8243},
      volume={45},
      number={7},
      doi={10.1109/TPAMI.2023.3235826},
  }

• Denis Coquenet, Clément Chatelain, Thierry Paquet
  "End-to-end Handwritten Paragraph Text Recognition Using a Vertical Attention Network"
  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023.
  BibTeX Paper Code Demo

  @article{Coquenet2023a,
      author={ Denis Coquenet and Clément Chatelain and Thierry Paquet },
      journal={IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
      title={End-to-end Handwritten Paragraph Text Recognition Using a Vertical Attention Network},
      year={2023},
      pages={508-524},
      volume={45},
      number={1},
      doi={10.1109/TPAMI.2022.3144899},
  }

International Conferences

• Denis Coquenet, Clément Chatelain, Thierry Paquet
  "Faster DAN: Multi-target Queries with Document Positional Encoding for End-to-end Handwritten Document Recognition"
  International Conference on Document Analysis and Recognition (ICDAR), 2023.
  BibTeX Paper Poster Code Demo

  @inproceedings{Coquenet2023c,
      author={ Denis Coquenet and Clément Chatelain and Thierry Paquet },
      booktitle={International Conference on Document Analysis and Recognition (ICDAR)},
      title={Faster DAN: Multi-target Queries with Document Positional Encoding for End-to-end Handwritten Document Recognition},
      year={2023},
      pages={182-199},
      series={Lecture Notes in Computer Science},
      volume={14190},
      doi={10.1007/978-3-031-41685-9_12},
  }

• Denis Coquenet, Clément Chatelain, Thierry Paquet
  "SPAN: a Simple Predict & Align Network for Handwritten Paragraph Recognition"
  International Conference on Document Analysis and Recognition (ICDAR), 2021.
  BibTeX Paper Poster Code

  @inproceedings{Coquenet2021,
      author={ Denis Coquenet and Clément Chatelain and Thierry Paquet },
      booktitle={International Conference on Document Analysis and Recognition (ICDAR)},
      title={SPAN: a Simple Predict \& Align Network for Handwritten Paragraph Recognition},
      year={2021},
      pages={70-84},
      series={Lecture Notes in Computer Science},
      volume={12823},
      doi={10.1007/978-3-030-86334-0_5},
  }

• Denis Coquenet, Clément Chatelain, Thierry Paquet
  "Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network"
  17th International Conference on Frontiers in Handwriting Recognition (ICFHR), 2020.
  BibTeX Paper Slides Code

  @inproceedings{Coquenet2020,
      author={ Denis Coquenet and Clément Chatelain and Thierry Paquet },
      booktitle={17th International Conference on Frontiers in Handwriting Recognition (ICFHR)},
      title={Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network},
      year={2020},
      pages={19-24},
      doi={10.1109/ICFHR2020.2020.00015},
  }

• Denis Coquenet, Yann Soullard, Clément Chatelain, Thierry Paquet
  "Have convolutions already made recurrence obsolete for unconstrained handwritten text recognition ?"
  International Conference on Document Analysis and Recognition Workshops (ICDARW), 2019.
  BibTeX Paper Slides

  @inproceedings{Coquenet2019,
      author={ Denis Coquenet and Yann Soullard and Clément Chatelain and Thierry Paquet },
      booktitle={International Conference on Document Analysis and Recognition Workshops (ICDARW)},
      title={Have convolutions already made recurrence obsolete for unconstrained handwritten text recognition ?},
      year={2019},
      pages={65-70},
      doi={10.1109/ICDARW.2019.40083},
  }

PhD thesis

• Denis Coquenet, "Towards End-to-end Handwritten Document Recognition"
  PhD thesis, 2022
  Supervisor: Thierry Paquet, Advisor: Clément Chatelain
  Award: AFRIF 2022
  BibTeX Paper Slides
  @phdthesis{CoquenetThesis,
      author={Denis Coquenet},
      title={Towards End-to-end Handwritten Document Recognition},
      year={2022},
      school={Rouen University, France},
  }

Preprints

• Denis Coquenet, Clément Rambour, Emanuele Dalsasso, Nicolas Thome
  "Leveraging Vision-Language Foundation Models for Fine-Grained Downstream Tasks"
  Arxiv, 2023.
  BibTeX Paper Code

  @misc{Coquenet2023d,
      author={ Denis Coquenet and Clément Rambour and Emanuele Dalsasso and Nicolas Thome },
      publisher={Arxiv},
      title={Leveraging Vision-Language Foundation Models for Fine-Grained Downstream Tasks},
      year={2023},
      url={https://arxiv.org/abs/2307.06795},
  }