Michaël Soumm

Michaël Soumm

PhD student at CEA List, working on image-based recommender systems

Publications

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

Published in WACV, 2024

This paper presents a solid statistical analysis framework that quantifies the relative contribution of several factors to incremental learning performance

Recommended citation: G. Petit*, M. Soumm*, E. Feillet*, A Popescu, B Delezoide, D Picard, C Hudelot (2024). "Vis2Rec: A Large-Scale Visual Dataset for Visit Recommendation", WACV

Vis2Rec: A Large-Scale Visual Dataset for Visit Recommendation

Published in WACV, 2023

This paper introduces Vis2Rec, a new dataset based on visit data extracted from users Flickr photographic streams, for image-based recommender system development

Recommended citation: M. Soumm, A. Popescu, B. Delezoide (2023). "Vis2Rec: A Large-Scale Visual Dataset for Visit Recommendation", WACV