Raphael Lafargue

Joined

May 2023

Names

Raphael Lafargue (Preferred)

Emails

****@gmail.com (Confirmed)

****@adelaide.edu.au (Confirmed)

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

****@ens-paris-saclay.fr (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

PhD student

University of Adelaide (adelaide.edu.au)

2021 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Vincent Gripon

2021 – 2024

PhD Advisor

Ian Reid

2021 – 2024

PhD Advisor

Jack Valmadre

2021 – 2024

Coworker

Yassir Bendou

2021 – 2024

PhD Advisor

Jean-Philippe Diguet

2021 – 2024

Expertise

Few Shot Learning

2021 – 2024

Publications

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
- Accepted by TMLR
- 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
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
Photonic co-processors in HPC: using LightOn OPUs for Randomized Numerical Linear Algebra
Daniel Hesslow, Alessandro Cappelli, Igor Carron, Laurent Daudet, Raphaël Lafargue, Kilian Müller, Ruben Ohana, Gustave Pariente, Iacopo Poli
- Published: 01 Jan 2021, Last Modified: 08 May 2023
- CoRR 2021
- Readers: Everyone
Photonic co-processors in HPC: Using LightOn OPUs for Randomized Numerical Linear Algebra
Daniel Hesslow, Alessandro Cappelli, Igor Carron, Laurent Daudet, Raphaël Lafargue, Kilian Müller, Ruben Ohana, Gustave Pariente, Iacopo Poli
- Published: 01 Jan 2021, Last Modified: 08 May 2023
- HCS 2021
- Readers: Everyone

Raphael Lafargue

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Oops, I Sampled it Again: Reinterpreting Confidence Intervals in Few-Shot Learning

Few and Fewer: Learning Better from Few Examples Using Fewer Base Classes

EASY: Ensemble Augmented-Shot Y-shaped Learning: State-Of-The-Art Few-Shot Classification with Simple Ingredients

Easy - Ensemble Augmented-Shot-Y-Shaped Learning: State-of-the-Art Few-Shot Classification with Simple Components

Photonic co-processors in HPC: using LightOn OPUs for Randomized Numerical Linear Algebra

Photonic co-processors in HPC: Using LightOn OPUs for Randomized Numerical Linear Algebra

Co-Authors