Jean-Francois Aujol
Université de Bordeaux
H-index: 38
Europe-France
Top articles of Jean-Francois Aujol
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Projected Block Coordinate Descent for sparse spike estimation | arXiv preprint arXiv:2402.12021 | Pierre-Jean Bénard Yann Traonmilin Jean François Aujol | 2024/2/19 |
On strong basins of attractions for non-convex sparse spike estimation: upper and lower bounds | Journal of Mathematical Imaging and Vision | Yann Traonmilin Jean-François Aujol Pierre-Jean Bénard Arthur Leclaire | 2024/1 |
Estimation of off-the grid sparse spikes with over-parametrized projected gradient descent: theory and application | Inverse Problems | Pierre-Jean Bénard Yann Traonmilin Jean-François Aujol Emmanuel Soubies | 2024/3/28 |
Batch-less stochastic gradient descent for compressive learning of deep regularization for image denoising | Journal of Mathematical Imaging and Vision | Hui Shi Yann Traonmilin Jean-François Aujol | 2024/3/13 |
Heavy Ball Momentum for Non-Strongly Convex Optimization | arXiv preprint arXiv:2403.06930 | Jean-François Aujol Charles Dossal Hippolyte Labarrière Aude Rondepierre | 2024/3/11 |
FISTA is an automatic geometrically optimized algorithm for strongly convex functions | Mathematical Programming | J-F Aujol Ch Dossal Aude Rondepierre | 2024/3 |
Real-time multi-sport action tracking with convolutional neural networks | Axel Baldanza Jean François Aujol Yann Traonmilin François Alary | 2023/2/23 | |
Parameter-free FISTA by adaptive restart and backtracking | arXiv preprint arXiv:2307.14323 | Jean-François Aujol Luca Calatroni Charles Dossal Hippolyte Labarrière Aude Rondepierre | 2023/7/26 |
Compressive learning of deep regularization for denoising | Hui Shi Yann Traonmilin Jean-François Aujol | 2023/5/10 | |
Convergence rates of the Heavy-Ball method under the Łojasiewicz property | Mathematical Programming | J-F Aujol Ch Dossal Aude Rondepierre | 2023/3 |
Image super-resolution with PCA reduced generalized Gaussian mixture models in materials science | Inverse Problems and Imaging | Johannes Hertrich Jean-Francois Aujol Yannick Berthoumieu | 2023/12/1 |
The basins of attraction of the global minimizers of non-convex inverse problems with low-dimensional models in infinite dimension | Information and Inference: A Journal of the IMA | Yann Traonmilin Jean-François Aujol Arthur Leclaire | 2023/3 |
Fast convergence of inertial dynamics with Hessian-driven damping under geometry assumptions | Applied Mathematics & Optimization | Jean-François Aujol Charles Dossal Van Hao Hoàng Hippolyte Labarrière Aude Rondepierre | 2023/12 |
Recent approaches for image colorization | Fabien Pierre Jean-François Aujol | 2023/2/25 | |
Minimizing Quotient Regularization Model | arXiv preprint arXiv:2308.04095 | Chao Wang Jean-Francois Aujol Guy Gilboa Yifei Lou | 2023/8/8 |
Compressive learning for patch-based image denoising | SIAM Journal on Imaging Sciences | Hui Shi Yann Traonmilin Jean-Francois Aujol | 2022 |
Convergence rates of the heavy ball method for quasi-strongly convex optimization | SIAM Journal on Optimization | J-F Aujol Ch Dossal Aude Rondepierre | 2022 |
Fast off-the-grid sparse recovery with over-parametrized projected gradient descent | Pierre-Jean Bénard Yann Traonmilin Jean-François Aujol | 2022/8/29 | |
Piecewise linear prediction model for action tracking in sports | Axel Baldanza Jean-François Aujol Yann Traonmilin François Alary | 2022/8/29 | |
Patch-based image super resolution using generalized gaussian mixture model | arXiv preprint arXiv:2206.03069 | Dang-Phuong-Lan Nguyen Jean-François Aujol Yannick Berthoumieu | 2022/6/7 |
Co-Authors
