Michaël Soumm

According to our database, Michaël Soumm authored at least 10 papers between 2023 and 2026.

Collaborative distances:

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

2026

Quantifying User Coherence: A Unified Framework for Analyzing Recommender Systems Across Domains.

Michaël Soumm, Alexandre Fournier-Montgieux, Adrian Popescu, Bertrand Delezoide

Proceedings of the ACM Web Conference 2026, 2026

SAGA: Learning Signal-Aligned Distributions for Improved Text-to-Image Generation.

Paul Grimal, Michaël Soumm, Hervé Le Borgne, Olivier Ferret, Akihiro Sugimoto

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Learning Common and Salient Generative Factors Between Two Image Datasets.

Yunlong He, Gwilherm Lesné, Ziqian Liu, Michaël Soumm, Pietro Gori

CoRR, December, 2025

Fairer Analysis and Demographically Balanced Face Generation for Fairer Face Verification.

Alexandre Fournier-Montgieux, Michaël Soumm, Adrian Popescu, Bertrand Luvison, Hervé Le Borgne

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

2024

Refining machine learning evaluation : statistical insights into model performance and fairness. (Affinage de l'évaluation en apprentissage automatique : perspectives statistiques sur la performance des modèles et leur équité).

Michaël Soumm

PhD thesis, 2024

Quantifying User Coherence: A Unified Framework for Cross-Domain Recommendation Analysis.

Michaël Soumm, Alexandre Fournier-Montgieux, Adrian Popescu, Bertrand Delezoide

CoRR, 2024

Causal Inference Tools for a Better Evaluation of Machine Learning.

Michaël Soumm

CoRR, 2024

Toward Fairer Face Recognition Datasets.

Alexandre Fournier-Montgieux, Michaël Soumm, Adrian Popescu, Bertrand Luvison, Hervé Le Borgne

CoRR, 2024

An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning.

Grégoire Petit, Michaël Soumm, Eva Feillet, Adrian Popescu, Bertrand Delezoide, David Picard, Céline Hudelot

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Vis2Rec: A Large-Scale Visual Dataset for Visit Recommendation.

Michaël Soumm, Adrian Popescu, Bertrand Delezoide

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