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2020 – today
- 2025
[c6]Ségolène Tiffany Martin, Anne Gagneux, Paul Hagemann, Gabriele Steidl:
PnP-Flow: Plug-and-Play Image Restoration with Flow Matching. ICLR 2025- [i7]Ségolène Martin, Jean-Christophe Pesquet, Gabriele Steidl, Ismail Ben Ayed:
Variable Bregman Majorization-Minimization Algorithm and its Application to Dirichlet Maximum Likelihood Estimation. CoRR abs/2501.07306 (2025) - [i6]Michael Adipoetra, Ségolène Martin:
Deep Generative Clustering with VAEs and Expectation-Maximization. CoRR abs/2501.07358 (2025) - 2024
- [c5]Ségolène Martin, Yunshi Huang, Fereshteh Shakeri, Jean-Christophe Pesquet, Ismail Ben Ayed:
Transductive Zero-Shot and Few-Shot CLIP. CVPR 2024: 28816-28826 - [c4]Aymen Sadraoui, Ségolène Martin, Eliott Barbot, Astrid Laurent-Bellue, Jean-Christophe Pesquet, Catherine Guettier, Ismail Ben Ayed:
A Transductive Few-Shot Learning Approach for Classification of Digital Histopathological Slides from Liver Cancer. ISBI 2024: 1-5 - [i5]Ségolène Martin, Yunshi Huang, Fereshteh Shakeri, Jean-Christophe Pesquet, Ismail Ben Ayed:
Transductive Zero-Shot and Few-Shot CLIP. CoRR abs/2405.18437 (2024) - [i4]Ségolène Martin, Anne Gagneux, Paul Hagemann, Gabriele Steidl:
PnP-Flow: Plug-and-Play Image Restoration with Flow Matching. CoRR abs/2410.02423 (2024) - 2023
- [j1]Emilie Chouzenoux, Ségolène Martin
, Jean-Christophe Pesquet:
A Local MM Subspace Method for Solving Constrained Variational Problems in Image Recovery. J. Math. Imaging Vis. 65(2): 253-276 (2023) - [i3]Aymen Sadraoui, Ségolène Martin, Eliott Barbot, Astrid Laurent-Bellue, Jean-Christophe Pesquet, Catherine Guettier, Ismail Ben Ayed:
A transductive few-shot learning approach for classification of digital histopathological slides from liver cancer. CoRR abs/2311.17740 (2023) - 2022
- [c3]Mewe-Hezoudah Kahanam, Laurent Le Brusquet, Ségolène Martin, Jean-Christophe Pesquet:
A Non-Convex Proximal Approach for Centroid-Based Classification. ICASSP 2022: 5702-5706 - [c2]Ségolène Martin, Malik Boudiaf, Emilie Chouzenoux, Jean-Christophe Pesquet, Ismail Ben Ayed:
Towards Practical Few-shot Query Sets: Transductive Minimum Description Length Inference. NeurIPS 2022 - [i2]Ségolène Martin, Malik Boudiaf, Emilie Chouzenoux, Jean-Christophe Pesquet, Ismail Ben Ayed:
Towards Practical Few-Shot Query Sets: Transductive Minimum Description Length Inference. CoRR abs/2210.14545 (2022) - [i1]Jean-Baptiste Fest, Tommi Heikkilä, Ignace Loris, Ségolène Martin, Luca Ratti, Simone Rebegoldi, Gesa Sarnighausen:
On a fixed-point continuation method for a convex optimization problem. CoRR abs/2212.12256 (2022) - 2021
- [c1]Ségolène Martin, Emilie Chouzenoux, Jean-Christophe Pesquet:
A Penalized Subspace Strategy for Solving Large-Scale Constrained Optimization Problems. EUSIPCO 2021: 2074-2078
Coauthor Index
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