Leo Fillioux

According to our database, Leo Fillioux authored at least 8 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Information Maximization for Long-Tailed Semi-Supervised Domain Generalization.

Leo Fillioux, Omprakash Chakraborty, Quentin Gopée, Pierre Marza, Paul-Henry Cournède, Stergios Christodoulidis, Maria Vakalopoulou, Ismail Ben Ayed, Jose Dolz

CoRR, March, 2026

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning.

Leo Fillioux, Omprakash Chakraborty, Ismail Ben Ayed, Paul-Henry Cournède, Stergios Christodoulidis, Maria Vakalopoulou, Jose Dolz

CoRR, January, 2026

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

Trans. Mach. Learn. Res., 2026

PVeRA: Probabilistic Vector-Based Random Matrix Adaptation.

Leo Fillioux, Enzo Ferrante, Paul-Henry Cournède, Maria Vakalopoulou, Stergios Christodoulidis

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025

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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

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

Proceedings of the Information Processing in Medical Imaging, 2025

2023

Structured State Space Models for Multiple Instance Learning in Digital Pathology.

Leo Fillioux, Joseph Boyd, Maria Vakalopoulou, Paul-Henry Cournède, Stergios Christodoulidis

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023