Michaël Soumm

13 papers A* 2A 3Journal 7
YearRankTypeTitle / Venue / Authors
2026 A* conf
Quantifying User Coherence: A Unified Framework for Analyzing Recommender Systems Across Domains.
WWW
Michaël Soumm, Alexandre Fournier Montgieux, Adrian Popescu, Bertrand Delezoide
2026 A* conf
SAGA: Learning Signal-Aligned Distributions for Improved Text-to-Image Generation.
AAAI
Paul Grimal, Michaël Soumm, Hervé Le Borgne, Olivier Ferret, Akihiro Sugimoto
2025 A conf
Fairer Analysis and Demographically Balanced Face Generation for Fairer Face Verification.
WACV
Alexandre Fournier-Montgieux, Michaël Soumm, Adrian Popescu, Bertrand Luvison, Hervé Le Borgne
2025 J jnl
Learning Common and Salient Generative Factors Between Two Image Datasets.
CoRR
Yunlong He, Gwilherm Lesné, Ziqian Liu, Michaël Soumm, Pietro Gori
2025 J jnl
SAGA: Learning Signal-Aligned Distributions for Improved Text-to-Image Generation.
CoRR
Paul Grimal, Michaël Soumm, Hervé Le Borgne, Olivier Ferret, Akihiro Sugimoto
2024 A conf
An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning.
WACV
Grégoire Petit, Michaël Soumm, Eva Feillet, Adrian Popescu, Bertrand Delezoide, David Picard, Céline Hudelot
2024 J jnl
Causal Inference Tools for a Better Evaluation of Machine Learning.
CoRR
Michaël Soumm
2024 J jnl
Fairer Analysis and Demographically Balanced Face Generation for Fairer Face Verification.
CoRR
Alexandre Fournier-Montgieux, Michaël Soumm, Adrian Popescu, Bertrand Luvison, Hervé Le Borgne
2024 J jnl
Quantifying User Coherence: A Unified Framework for Cross-Domain Recommendation Analysis.
CoRR
Michaël Soumm, Alexandre Fournier-Montgieux, Adrian Popescu, Bertrand Delezoide
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
2024 J jnl
Toward Fairer Face Recognition Datasets.
CoRR
Alexandre Fournier-Montgieux, Michaël Soumm, Adrian Popescu, Bertrand Luvison, Hervé Le Borgne
2023 J jnl
An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning.
CoRR
Grégoire Petit, Michaël Soumm, Eva Feillet, Adrian Popescu, Bertrand Delezoide, David Picard, Céline Hudelot
2023 A conf
Vis2Rec: A Large-Scale Visual Dataset for Visit Recommendation.
WACV
Michaël Soumm, Adrian Popescu, Bertrand Delezoide