Soutif--Cormerais, Albin

1. On the importance of cross-task features for class-incremental learning
   2021/06/22 by Albin Soutif--Cormerais, Soutif--Cormerais, Albin, Marc Masana +5 · 4 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Multimodal Machine Learning Applications
2. Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning
   2024/05/29 by Dipam Goswami, Goswami, Dipam, Albin Soutif--Cormerais +9 · 8 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning
3. A Comprehensive Empirical Evaluation on Online Continual Learning
   2023/08/20 by Albin Soutif--Cormerais, Antonio Carta, Soutif--Cormerais, Albin +11 · 5 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Respiratory viral infections research
4. Improving Online Continual Learning Performance and Stability with Temporal Ensembles
   2023/06/29 by Albin Soutif--Cormerais, Soutif--Cormerais, Albin, Antonio Carta +3 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. An Empirical Analysis of Forgetting in Pre-trained Models with Incremental Low-Rank Updates
   2024/05/28 by Soutif--Cormerais, Albin, Magistri, Simone, van de Weijer, Joost +1 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)