More details on selected publications from this list can be found in the Featured Publications section.
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
Bibtex
@inproceedings{
pierret_galerne_Gaussian_diffusion_exact_solutions_2025,
title={Diffusion models for Gaussian 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
Bibtex
@INPROCEEDINGS{Pierret_Galerne_stochastic_SR_for_gaussian_textures_ICASSP_2023,
author={Pierret, \'Emile and Galerne, Bruno},
booktitle={ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
title={Stochastic Super-Resolution For Gaussian Textures},
year={2023}
}
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
Bibtex
@article{pierret_galerne_stochastic_superresolution_gaussian_microtextures_SIIMS_2025,
author = {Pierret, \'{E}mile and Galerne, Bruno},
title = {Stochastic Super-resolution for Gaussian Microtextures},
journal = {SIAM Journal on Imaging Sciences},
volume = {18},
number = {2},
pages = {1176-1207},
year = {2025}
}