28 citations
- Corporación Universitaria de Colombia IdeasCO5 papers
- Innovative Designs in Environments for an Aging SocietyUS5 papers
- Centre National de la Recherche ScientifiqueFR4 papers
- CEA Paris-SaclayFR3 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR3 papers
- European Spallation SourceSE3 papers
- Forschungszentrum JülichDE3 papers
- Lund UniversitySE3 papers
- Université Paris-SaclayFR3 papers
- University of GlasgowGB3 papers
- Computer Vision Center2 papers
- European Organization for Nuclear ResearchCH2 papers
Showing 2024Show all
2 papers · 1 filter
cs.CV2024
Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning
Dipam Goswami, Albin Soutif--Cormerais, Yuyang Liu +3
Continual learning methods are known to suffer from catastrophic forgetting, a phenomenon that is particularly hard to counter for methods that do not store exemplars of previous t…
cs.LG2024★ 11 cited
Divide and not forget: Ensemble of selectively trained experts in Continual Learning
Grzegorz Rypeść, Sebastian Cygert, Valeriya Khan +3
Class-incremental learning is becoming more popular as it helps models widen their applicability while not forgetting what they already know. A trend in this area is to use a mixtu…