Gripon, Vincent

7 publications

TMLR 2025 A Novel Benchmark for Few-Shot Semantic Segmentation in the Era of Foundation Models Reda Bensaid, Vincent Gripon, François Leduc-Primeau, Lukas Mauch, Ghouthi BOUKLI Hacene, Fabien Cardinaux

CVPR 2025 ProKeR: A Kernel Perspective on Few-Shot Adaptation of Large Vision-Language Models Yassir Bendou, Amine Ouasfi, Vincent Gripon, Adnane Boukhayma

NeurIPS 2025 REVE: A Foundation Model for EEG - Adapting to Any Setup with Large-Scale Pretraining on 25,000 Subjects Yassine El Ouahidi, Jonathan Lys, Philipp Thölke, Nicolas Farrugia, Bastien Pasdeloup, Vincent Gripon, Karim Jerbi, Giulia Lioi

TMLR 2024 Oops, I Sampled It Again: Reinterpreting Confidence Intervals in Few-Shot Learning Raphael Lafargue, Luke A Smith, Franck Vermet, Matthias Löwe, Ian Reid, Jack Valmadre, Vincent Gripon

AISTATS 2023 Adaptive Dimension Reduction and Variational Inference for Transductive Few-Shot Classification Yuqing Hu, Stephane Pateux, Vincent Gripon

NeurIPSW 2023 Inferring Latent Class Statistics from Text for Robust Visual Few-Shot Learning Yassir Bendou, Bastien Pasdeloup, Giulia Lioi, Vincent Gripon, Fabien Cardinaux, Ghouthi BOUKLI Hacene, Lukas Mauch

AAAI 2014 Huffman Coding for Storing Non-Uniformly Distributed Messages in Networks of Neural Cliques Bartosz Boguslawski, Vincent Gripon, Fabrice Seguin, Frédéric Heitzmann