Ségolène Martin

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Transductive Learning

Minimum Description Length

Transductive Inference

Unconstrained Optimization Problems

Top Venues

J. Math. Imaging Vis.

Publications

Ségolène Martin, Yunshi Huang, Fereshteh Shakeri, Jean-Christophe Pesquet, Ismail Ben Ayed
Transductive Zero-Shot and Few-Shot CLIP. CoRR (2024)
Émilie 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) (2023)
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 (2023)
Ségolène Martin, Malik Boudiaf, Émilie Chouzenoux, Jean-Christophe Pesquet, Ismail Ben Ayed
Towards Practical Few-shot Query Sets: Transductive Minimum Description Length Inference. NeurIPS (2022)
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 (2022)
Mewe-Hezoudah Kahanam, Laurent Le Brusquet, Ségolène Martin, Jean-Christophe Pesquet
A Non-Convex Proximal Approach for Centroid-Based Classification. ICASSP (2022)
Ségolène Martin, Malik Boudiaf, Émilie Chouzenoux, Jean-Christophe Pesquet, Ismail Ben Ayed
Towards Practical Few-Shot Query Sets: Transductive Minimum Description Length Inference. CoRR (2022)
Ségolène Martin, Émilie Chouzenoux, Jean-Christophe Pesquet
A Penalized Subspace Strategy for Solving Large-Scale Constrained Optimization Problems. EUSIPCO (2021)