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ORCIDAlbin Soutif-Cormerais
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2020 – today
- 2024
[c5]Sandesh Kamath, Albin Soutif-Cormerais, Joost van de Weijer, Bogdan Raducanu:
The Expanding Scope of the Stability Gap: Unveiling its Presence in Joint Incremental Learning of Homogeneous Tasks. CVPR Workshops 2024: 4182-4186- [c4]Dipam Goswami, Albin Soutif-Cormerais, Yuyang Liu, Sandesh Kamath, Bartlomiej Twardowski, Joost van de Weijer:
Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning. CVPR 2024: 28525-28534 - [c3]Simone Magistri, Tomaso Trinci, Albin Soutif-Cormerais, Joost van de Weijer, Andrew D. Bagdanov:
Elastic Feature Consolidation For Cold Start Exemplar-Free Incremental Learning. ICLR 2024 - [i7]Simone Magistri, Tomaso Trinci, Albin Soutif-Cormerais, Joost van de Weijer, Andrew D. Bagdanov:
Elastic Feature Consolidation for Cold Start Exemplar-free Incremental Learning. CoRR abs/2402.03917 (2024) - [i6]Albin Soutif-Cormerais, Simone Magistri, Joost van de Weijer, Andrew D. Bagdanov:
An Empirical Analysis of Forgetting in Pre-trained Models with Incremental Low-Rank Updates. CoRR abs/2405.18069 (2024) - [i5]Dipam Goswami, Albin Soutif-Cormerais, Yuyang Liu, Sandesh Kamath, Bartlomiej Twardowski, Joost van de Weijer:
Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning. CoRR abs/2405.19074 (2024) - [i4]Sandesh Kamath, Albin Soutif-Cormerais, Joost van de Weijer, Bogdan Raducanu:
The Expanding Scope of the Stability Gap: Unveiling its Presence in Joint Incremental Learning of Homogeneous Tasks. CoRR abs/2406.05114 (2024) - 2023
- [c2]Albin Soutif-Cormerais, Antonio Carta, Joost van de Weijer:
Improving Online Continual Learning Performance and Stability with Temporal Ensembles. CoLLAs 2023: 828-845 - [c1]Albin Soutif-Cormerais, Antonio Carta, Andrea Cossu
, Julio Hurtado, Vincenzo Lomonaco, Joost van de Weijer, Hamed Hemati:
A Comprehensive Empirical Evaluation on Online Continual Learning. ICCV (Workshops) 2023: 3510-3520 - [i3]Albin Soutif-Cormerais, Antonio Carta, Joost van de Weijer:
Improving Online Continual Learning Performance and Stability with Temporal Ensembles. CoRR abs/2306.16817 (2023) - [i2]Albin Soutif-Cormerais, Antonio Carta, Andrea Cossu, Julio Hurtado, Vincenzo Lomonaco, Joost van de Weijer, Hamed Hemati:
A Comprehensive Empirical Evaluation on Online Continual Learning. CoRR abs/2308.10328 (2023) - 2021
- [i1]Albin Soutif-Cormerais, Marc Masana, Joost van de Weijer, Bartlomiej Twardowski:
On the importance of cross-task features for class-incremental learning. CoRR abs/2106.11930 (2021)
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