More details on selected publications from this list can be found in the Featured Publications section.

Preprints

  • Tessellations of Semi-Discrete Flow Matching Émile Pierret*, Johannes Hertrich*, Samuel Hurault* and Julie Delon, 2026. Submitted preprint. arXiv, bib

    × 
    
@misc{pierret_hertrich_hurault_delon_tessellations_semidiscrete_flow_matching_2026,
      title={Tessellations of Semi-Discrete Flow Matching}, 
      author={Emile Pierret and Johannes Hertrich and Samuel Hurault and Julie Delon},
      year={2026},
      eprint={2605.07513},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2605.07513}, 
}

  • Flow Matching for Applied Mathematicians. Émile Pierret*, Valentine Tosel*, Julie Delon and Alasdair Newson, 2026. Submitted preprint. hal, bib

    × 
    
@misc{Pierret_Tosel_Delon_Newson_FM_for_AM_2026,
  author={Pierret, Emile and Tosel, Valentine and Delon, Julie and Newson, Alasdair},
  booktitle={Submitted Preprint},
  title={Flow Matching for Applied Mathematicians.},
  year={2026}
  }

  • Exact Evaluation of the Accuracy of Diffusion Models for Inverse Problems with Gaussian Data Distributions. Émile Pierret and Bruno Galerne, 2025. Submitted preprint. hal, arXiv, bib

    × 
    
@misc{Pierret_Galerne_Evaluation_accuracy_diffusion_models,
  author={Pierret, \'Emile and Galerne, Bruno},
  booktitle={Submitted Preprint},
  title={Exact Evaluation of the Accuracy of Diffusion Models for Inverse Problems with {G}aussian Data Distributions},
  year={2025}
  }

Conference publications

  • Diffusion models for Gaussian distributions: Exact solutions and Wasserstein errors. Émile Pierret and Bruno Galerne, 2025. Accepted at ICML 2025. hal, arXiv, GitHub, bib

    × 
    
@inproceedings{Pierret_Galerne_diffusion_models_Gaussian_exact_solutions_errors_ICML2025,
title={Diffusion models for {G}aussian distributions: Exact solutions and Wasserstein errors},
author={Emile Pierret and Bruno Galerne},
booktitle={Forty-second International Conference on Machine Learning},
year={2025},
}

  • Stochastic Super-Resolution for Gaussian textures. Émile Pierret and Bruno Galerne, 2023. ICASSP 2023. hal, arXiv, IEEE preview, bib

    × 
    
@inproceedings{Pierret_Galerne_stochastic_SR_for_gaussian_textures_ICASSP_2023,
  author={Pierret, Émile and Galerne, Bruno},
  booktitle={ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, 
  title={Stochastic Super-Resolution For {G}aussian Textures}, 
  year={2023},
  volume={},
  number={},
  pages={1-5},
  doi={10.1109/ICASSP49357.2023.10096585}}

Journal publication

  • Stochastic Super-Resolution for Gaussian microtextures. Émile Pierret and Bruno Galerne, 2025. SIAM Journal on Imaging Sciences ( SIIMS), Vol. 18, No. 2, pp. 1176–1207. hal, arXiv, GitHub, bib
    × 
    
@article{Pierret_Galerne_stochastic_superresolution_gaussian_microtextures_SIIMS_2025,
author = {Pierret, \'{E}mile and Galerne, Bruno},
title = {Stochastic Super-resolution for {G}aussian Microtextures},
journal = {SIAM Journal on Imaging Sciences},
volume = {18},
number = {2},
pages = {1176-1207},
year = {2025},
doi = {10.1137/24M1657407},
}