Leo Fillioux

PhD student, CentraleSupelec

Joined

July 2023

Names

Leo Fillioux (Preferred)

Emails

****@centralesupelec.fr (Confirmed)

Personal Links

Google Scholar

Career & Education History

PhD student

CentraleSupelec (centralesupelec.fr)

2023 – 2026

MS student

CentraleSupelec (centralesupelec.fr)

2019 – 2020

MS student

Georgia Institute of Technology (gatech.edu)

2017 – 2019

MS student

Université de Technologie de Compiègne (utc.fr)

2015 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Paul-Henry Cournède

2023 – Present

PhD Advisor

Maria Vakalopoulou

2023 – Present

PhD Advisor

Stergios Christodoulidis

2023 – Present

Expertise

Deep learning

Present

Computer vision

Present

Medical imaging

Present

Publications

THUNDER: Tile-level Histopathology image UNDERstanding benchmark
Pierre Marza, Leo Fillioux, Sofiène Boutaj, KUNAL MAHATHA, Christian Desrosiers, Pablo Piantanida, Jose Dolz, Stergios Christodoulidis, Maria Vakalopoulou
- OpenReview Archive Direct Upload
- Readers: Everyone
Full Conformal Adaptation of Medical Vision-Language Models
Julio Silva-Rodríguez, Leo Fillioux, Paul-Henry Cournède, Maria Vakalopoulou, Stergios Christodoulidis, Ismail Ben Ayed, Jose Dolz
- OpenReview Archive Direct Upload
- Readers: Everyone
Are foundation models for computer vision good conformal predictors?
Leo Fillioux, Julio Silva-Rodríguez, Ismail Ben Ayed, Paul-Henry Cournède, Maria Vakalopoulou, Stergios Christodoulidis, Jose Dolz
- Accepted by TMLR
- Readers: Everyone
THUNDER: Tile-level Histopathology image UNDERstanding benchmark
Pierre Marza, Leo Fillioux, Sofiène Boutaj, KUNAL MAHATHA, Christian Desrosiers, Pablo Piantanida, Jose Dolz, Stergios Christodoulidis, Maria Vakalopoulou
- NeurIPS 2025 Datasets and Benchmarks Track spotlight
- Readers: Everyone
Spatio-Temporal Analysis of Patient-Derived Organoid Videos Using Deep Learning for the Prediction of Drug Efficacy
Leo Fillioux, Emilie Gontran, Jérôme Cartry, Jacques RR Mathieu, Sabrina Bedja, Alice Boilève, Paul-Henry Cournède, Fanny Jaulin, Stergios Christodoulidis, Maria Vakalopoulou
- OpenReview Archive Direct Upload
- Readers: Everyone
Structured State Space Models for Multiple Instance Learning in Digital Pathology
Leo Fillioux, Joseph Boyd, Maria Vakalopoulou, Paul-Henry Cournède, Stergios Christodoulidis
- OpenReview Archive Direct Upload
- Readers: Everyone

Leo Fillioux

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

THUNDER: Tile-level Histopathology image UNDERstanding benchmark

Full Conformal Adaptation of Medical Vision-Language Models

Are foundation models for computer vision good conformal predictors?

THUNDER: Tile-level Histopathology image UNDERstanding benchmark

Spatio-Temporal Analysis of Patient-Derived Organoid Videos Using Deep Learning for the Prediction of Drug Efficacy

Structured State Space Models for Multiple Instance Learning in Digital Pathology

Co-Authors