| A local MM subspace method for solving constrained variational problems in image recovery E Chouzenoux, S Martin, JC Pesquet Journal of Mathematical Imaging and Vision 65 (2), 253-276, 2023 | 6 | 2023 |
| Towards practical few-shot query sets: Transductive minimum description length inference S Martin, M Boudiaf, E Chouzenoux, JC Pesquet, I Ayed Advances in Neural Information Processing Systems 35, 34677-34688, 2022 | 3 | 2022 |
| On a fixed-point continuation method for a convex optimization problem JB Fest, T Heikkilä, I Loris, S Martin, L Ratti, S Rebegoldi, G Sarnighausen Advanced Techniques in Optimization for Machine learning and Imaging, 2024 | 1 | 2024 |
| Transductive Zero-Shot and Few-Shot CLIP S Martin, Y Huang, F Shakeri, JC Pesquet, IB Ayed CVPR 2024-IEEE Conference on Computer Vision and Pattern Recognition, 2024 | | 2024 |
| A transductive few-shot learning approach for classification of digital histopathological slides from liver cance A Sadraoui, S Martin, E Barbot, A Laurent-Bellue, JC Pesquet, C Guettier, ... | | 2023 |
| A novel variational approach for multiphoton microscopy image restoration: from PSF estimation to 3D deconvolution J Ajdenbaum, E Chouzenoux, C Lefort, ST Martin, JC Pesquet Inverse Problems, 2023 | | 2023 |
| On a fixed-point continuation method for a convex optimization problem JB Fest, T Heikkilä, I Loris, S Martin, L Ratti, S Rebegoldi, G Sarnighausen arXiv preprint arXiv:2212.12256, 2022 | | 2022 |
| A Non-Convex Proximal Approach for Centroid-Based Classification MH Kahanam, L Le-Brusquet, S Martin, JC Pesquet ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | | 2022 |
| A Penalized Subspace Strategy for Solving Large-Scale Constrained Optimization Problems S Martin, E Chouzenoux, JC Pesquet 2021 29th European Signal Processing Conference (EUSIPCO), 2074-2078, 2021 | | 2021 |
