Albin Soutif-Cormerais

According to our database, Albin Soutif-Cormerais authored at least 7 papers between 2021 and 2024.

Collaborative distances:

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

2024

An Empirical Analysis of Forgetting in Pre-trained Models with Incremental Low-Rank Updates.

Albin Soutif-Cormerais, Simone Magistri, Joost van de Weijer, Andrew D. Bagdanov

CoRR, 2024

Elastic Feature Consolidation For Cold Start Exemplar-Free Incremental Learning.

Simone Magistri, Tomaso Trinci, Albin Soutif-Cormerais, Joost van de Weijer, Andrew D. Bagdanov

Proceedings of the Twelfth International Conference on Learning Representations, 2024

The Expanding Scope of the Stability Gap: Unveiling its Presence in Joint Incremental Learning of Homogeneous Tasks.

Sandesh Kamath, Albin Soutif-Cormerais, Joost van de Weijer, Bogdan Raducanu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning.

Dipam Goswami, Albin Soutif-Cormerais, Yuyang Liu, Sandesh Kamath, Bartlomiej Twardowski, Joost van de Weijer

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

A Comprehensive Empirical Evaluation on Online Continual Learning.

Albin Soutif-Cormerais, Antonio Carta, Andrea Cossu, Julio Hurtado, Vincenzo Lomonaco, Joost van de Weijer, Hamed Hemati

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

Improving Online Continual Learning Performance and Stability with Temporal Ensembles.

Albin Soutif-Cormerais, Antonio Carta, Joost van de Weijer

Proceedings of the Conference on Lifelong Learning Agents, 2023

2021

On the importance of cross-task features for class-incremental learning.

Albin Soutif-Cormerais, Marc Masana, Joost van de Weijer, Bartlomiej Twardowski

CoRR, 2021