Scholar
Yann Traonmilin
Google Scholar ID: 1oURadYAAAAJ
CNRS researcher Institut de Mathématiques de Bordeaux
Citations & Impact
Citations
367
H-index
9
i10-index
9
Publications
20
Co-authors
8
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Preprint “On the impact of the parametrization of deep convolutional neural networks on post-training quantization” (with S. Houache, J.-F. Aujol) released in October 2025, introducing novel theoretical approximation bounds for quantized CNNs
- Paper “Joint structure-texture low dimensional modeling for image decomposition with a plug and play framework” (with A. Guennec, J.-F. Aujol) accepted by SIAM Journal on Imaging Sciences (January 2025)
- Supervised PhD defense of Antoine Guennec on “Sparse models and deep priors for image decomposition into structure and texture” (July 2025)
- Paper “Max-sparsity atomic autoencoders with application to inverse problems” (with A. Joundi, A. Newson) accepted to SSVM 2025 (February 2025)
- Scheduled to present work on optimal low-dimensional recovery at SMAI 2025 conference (June 3, 2025)
