Albin Soutif-Cormerais

13 papers A* 2Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
EFC++: Elastic Feature Consolidation with Prototype Re-balancing for Cold Start Exemplar-free Incremental Learning.
CoRR
Simone Magistri, Tomaso Trinci, Albin Soutif-Cormerais, Joost van de Weijer, Andrew D. Bagdanov
2024 J jnl
An Empirical Analysis of Forgetting in Pre-trained Models with Incremental Low-Rank Updates.
CoRR
Albin Soutif-Cormerais, Simone Magistri, Joost van de Weijer, Andrew D. Bagdanov
2024 A* conf
Elastic Feature Consolidation For Cold Start Exemplar-Free Incremental Learning.
ICLR
Simone Magistri, Tomaso Trinci, Albin Soutif-Cormerais, Joost van de Weijer, Andrew D. Bagdanov
2024 J jnl
Elastic Feature Consolidation for Cold Start Exemplar-free Incremental Learning.
CoRR
Simone Magistri, Tomaso Trinci, Albin Soutif-Cormerais, Joost van de Weijer, Andrew D. Bagdanov
2024 A* conf
Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning.
CVPR
Dipam Goswami, Albin Soutif-Cormerais, Yuyang Liu, Sandesh Kamath, Bartlomiej Twardowski, Joost van de Weijer
2024 J jnl
Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning.
CoRR
Dipam Goswami, Albin Soutif-Cormerais, Yuyang Liu, Sandesh Kamath, Bartlomiej Twardowski, Joost van de Weijer
2024 — conf
The Expanding Scope of the Stability Gap: Unveiling its Presence in Joint Incremental Learning of Homogeneous Tasks.
CVPR Workshops
Sandesh Kamath, Albin Soutif-Cormerais, Joost van de Weijer, Bogdan Raducanu
2024 J jnl
The Expanding Scope of the Stability Gap: Unveiling its Presence in Joint Incremental Learning of Homogeneous Tasks.
CoRR
Sandesh Kamath, Albin Soutif-Cormerais, Joost van de Weijer, Bogdan Raducanu
2023 — conf
A Comprehensive Empirical Evaluation on Online Continual Learning.
ICCV (Workshops)
Albin Soutif-Cormerais, Antonio Carta, Andrea Cossu, Julio Hurtado, Vincenzo Lomonaco, Joost van de Weijer, Hamed Hemati
2023 J jnl
A Comprehensive Empirical Evaluation on Online Continual Learning.
CoRR
Albin Soutif-Cormerais, Antonio Carta, Andrea Cossu, Julio Hurtado, Vincenzo Lomonaco, Joost van de Weijer, Hamed Hemati
2023 — conf
Improving Online Continual Learning Performance and Stability with Temporal Ensembles.
CoLLAs
Albin Soutif-Cormerais, Antonio Carta, Joost van de Weijer
2023 J jnl
Improving Online Continual Learning Performance and Stability with Temporal Ensembles.
CoRR
Albin Soutif-Cormerais, Antonio Carta, Joost van de Weijer
2021 J jnl
On the importance of cross-task features for class-incremental learning.
CoRR
Albin Soutif-Cormerais, Marc Masana, Joost van de Weijer, Bartlomiej Twardowski