Bastien Pasdeloup

Associate Professor, MEE, IMT Atlantique

Joined

May 2023

Names

Bastien Pasdeloup (Preferred)

Emails

****@imt-atlantique.fr (Confirmed)

Personal Links

Career & Education History

Associate Professor

MEE, IMT Atlantique (imt-atlantique.fr)

2019 – Present

MS student

Informatique, Ecole Normale Superieure de Rennes (ens-rennes.fr)

2012 – 2024

Postdoc

LTS4, EPFL - EPF Lausanne (epfl.ch)

2018 – 2019

PhD student

ELEC, IMT Atlantique (imt-atlantique.fr)

2014 – 2017

Advisors, Relations & Conflicts

PhD Advisor

Dominique Pastor

Present

Postdoc Advisor

Pascal Frossard

Present

Coauthor

Michael Rabbat

Present

Coauthor

Grégoire Mercier

Present

Coauthor

Aymane ABDALI

Present

PhD Advisee

Yassine El Ouahidi

Present

Coworker

Nicolas Farrugia

Present

Coworker

Vincent Gripon

Present

Coworker

Mathieu Léonardon

Present

Coworker

Giulia Lioi

Present

Coworker

Axel Marmoret

Present

Coauthor

Ghaith Bouallegue

Present

PhD Advisee

Jonathan Lys

Present

Coauthor

Frederic Lin

Present

Coauthor

Clément Béliveau

Present

Coauthor

Jules Decaestecker

Present

PhD Advisee

Yassir Bendou

Present

PhD Advisee

Dubon Rodrigue

Present

Coauthor

Mohamed Tahar Mabrouk

Present

Coauthor

Patrick Meyer

Present

Coauthor

Bruno Lacarrière

Present

Postdoc Advisee

Hafsa EL HAFYANI

Present

Coauthor

Camille Yver

Present

Coauthor

Pierre Romenteau

Present

Coauthor

Lukas Mauch

Present

Coauthor

Ghouti Boukli Hacene

Present

Coauthor

Fabien Cardinaux

Present

Coauthor

Arwa Khannoussi

Present

Coauthor

Alexandru Liviu Olteanu

Present

Coauthor

Raphael Lafargue

Present

Coauthor

Jean-Philippe DIGUET

Present

Coauthor

Ian Reid

Present

Coauthor

Jack Valmadre

Present

PhD Advisee

Fred Gonsalves

Present

Coauthor

Matthieu Lorang

Present

Coauthor

Romain Billot

Present

PhD Advisee

Amine El Ouahidi

Present

PhD Advisee

Victor Quere

Present

Coauthor

Lucas Drumetz

Present

Coauthor

Stefan Uhlich

Present

Coauthor

Javier Alonso Garcia

Present

PhD Advisee

Maryam Karimi Mamaghan

Present

Coauthor

Mehrdad Mohammadi

Present

Coauthor

Ilyass Moummad

Present

Coauthor

Miguel Guzman

Present

Coauthor

Kadriye Nur Bakirci

Present

Coauthor

Martin Rouesne

Present

Coauthor

Hélène Savatier-Dupré

Present

Coauthor

Hugo Tessier

Present

Coauthor

Stéphane Pateux

Present

Coauthor

Arnaud Jacques

Present

Coauthor

Carlos Eduardo Rosar Kos Lassance

Present

Coauthor

Myriam Bontonou

Present

Postdoc Advisee

Mounia Hamidouche

Present

Coauthor

Yuqing Hu

Present

Coauthor

Matthieu Talagas

Present

Coauthor

Hermina Petric Maretic

Present

Coauthor

Mireille El Gheche

Present

Coauthor

Reda Alami

Present

Coauthor

Mathilde Ménoret

Present

Coauthor

Jean-Charles Vialatte

Present

Coauthor

Nicolas Grelier

Present

Expertise

Graph signal processing

Present

Few-shot learning

Present

Large language models

Present

Publications

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
- NeurIPS 2025 poster
- Readers: Everyone
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
- R0-FoMo Poster
- Readers: Everyone
Few and Fewer: Learning Better from Few Examples Using Fewer Base Classes
Raphael Lafargue, Yassir Bendou, Bastien Pasdeloup, Jean-Philippe DIGUET, Ian Reid, Vincent Gripon, Jack Valmadre
- Submitted to ICLR 2024
- Readers: Everyone
Disambiguation of One-Shot Visual Classification Tasks: A Simplex-Based Approach
Yassir Bendou, Lucas Drumetz, Vincent Gripon, Giulia Lioi, Bastien Pasdeloup
- 2023 (modified: 17 Apr 2023)
- CoRR 2023
- Readers: Everyone
Learning to select operators in meta-heuristics: An integration of Q-learning into the iterated greedy algorithm for the permutation flowshop scheduling problem
Maryam Karimi Mamaghan, Mehrdad Mohammadi, Bastien Pasdeloup, Patrick Meyer
- Published: 01 Jan 2023, Last Modified: 08 May 2023
- Eur. J. Oper. Res. 2023
- Readers: Everyone
Spatial Graph Signal Interpolation with an Application for Merging BCI Datasets with Various Dimensionalities
Yassine El Ouahidi, Lucas Drumetz, Giulia Lioi, Nicolas Farrugia, Bastien Pasdeloup, Vincent Gripon
- 2022 (modified: 17 Apr 2023)
- CoRR 2022
- Readers: Everyone
EASY: Ensemble Augmented-Shot Y-shaped Learning: State-Of-The-Art Few-Shot Classification with Simple Ingredients
Yassir Bendou, Yuqing Hu, Raphaël Lafargue, Giulia Lioi, Bastien Pasdeloup, Stéphane Pateux, Vincent Gripon
- Published: 01 Jan 2022, Last Modified: 08 May 2023
- CoRR 2022
- Readers: Everyone
Easy - Ensemble Augmented-Shot-Y-Shaped Learning: State-of-the-Art Few-Shot Classification with Simple Components
Yassir Bendou, Yuqing Hu, Raphaël Lafargue, Giulia Lioi, Bastien Pasdeloup, Stéphane Pateux, Vincent Gripon
- Published: 01 Jan 2022, Last Modified: 08 May 2023
- J. Imaging 2022
- Readers: Everyone
Pruning Graph Convolutional Networks to Select Meaningful Graph Frequencies for FMRI Decoding
Yassine El Ouahidi, Hugo Tessier, Giulia Lioi, Nicolas Farrugia, Bastien Pasdeloup, Vincent Gripon
- Published: 01 Jan 2022, Last Modified: 08 May 2023
- EUSIPCO 2022
- Readers: Everyone
A Statistical Model for Predicting Generalization in Few-Shot Classification
Yassir Bendou, Vincent Gripon, Bastien Pasdeloup, Lukas Mauch, Stefan Uhlich, Fabien Cardinaux, Ghouthi Boukli Hacene, Javier Alonso García
- Published: 01 Jan 2022, Last Modified: 08 May 2023
- CoRR 2022
- Readers: Everyone

View all 33 publications

Co-Authors

View all 41 co-authors