Dream Net: a privacy preserving continual leaming model for face emotion recognition. - Marion Mainsant; Miguel Solinas; Marina Reyboz; Christelle Godin; Martial Mermillod (ACII (Workshops and Demos), 2021)

Beneficial Effect of Combined Replay for Continual Learning. - Miguel Solinas; Stephane Rousset; Romain Cohendet; Yannick Bourrier; Marion Mainsant; Anca Molnos; Marina Reyboz; Martial Mermillod (ICAART (2), 2021)

A study of the Dream Net model robustness across continual learning scenarios. - Marion Mainsant; Martial Mermillod; Christelle Godin; Marina Reyboz (ICDM (Workshops), 2022)

An Embedded Continual Learning System for Facial Emotion Recognition. - Olivier Antoni; Marion Mainsant; Christelle Godin; Martial Mermillod; Marina Reyboz (ECML/PKDD (6), 2022)

On the Beneficial Effects of Reinjections for Continual Learning. - Miguel Solinas; Marina Reyboz; Stephane Rousset; Julie Galliere; Marion Mainsant; Yannick Bourrier; Anca Molnos; Martial Mermillod (SN Comput. Sci., 2023)

Exploring continual learning strategies in artificial neural networks through graph-based analysis of connectivity: Insights from a brain-inspired perspective. - Lucrezia Carboni; Dwight Nwaigwe; Marion Mainsant; Raphael Bayle; Marina Reyboz; Martial Mermillod; Michel Dojat; Sophie Achard (Neural Networks, 2025)