172 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Laboratoire d'Informatique Gaspard-MongeFR50 papers
- Centre National de la Recherche ScientifiqueFR42 papers
- Université Gustave EiffelFR32 papers
- UniLaSalle Amiens (ESIEE-Amiens)FR16 papers
- Pôle de recherche et d'enseignement supérieur Université Paris-EstFR13 papers
- École nationale des ponts et chausséesFR12 papers
- Université Paris-Est Marne-la-ValléeFR9 papers
- Paris-Est SupFR8 papers
- Laboratoire Interdisciplinaire des Énergies de DemainFR6 papers
- Université Paris CitéFR5 papers
- CentraleSupélecFR4 papers
- Laboratoire Bordelais de Recherche en InformatiqueFR4 papers
3 papers · 2 filters
Improving Plasticity in Online Continual Learning via Collaborative Learning
Maorong Wang, Nicolas Michel, Ling Xiao +1
Online Continual Learning (CL) solves the problem of learning the ever-emerging new classification tasks from a continuous data stream. Unlike its offline counterpart, in online CL…
Domain-Aware Augmentations for Unsupervised Online General Continual Learning
Nicolas Michel, Romain Negrel, Giovanni Chierchia +1
Continual Learning has been challenging, especially when dealing with unsupervised scenarios such as Unsupervised Online General Continual Learning (UOGCL), where the learning agen…
Learning Representations on the Unit Sphere: Investigating Angular Gaussian and von Mises-Fisher Distributions for Online Continual Learning
Nicolas Michel, Giovanni Chierchia, Romain Negrel +1
We use the maximum a posteriori estimation principle for learning representations distributed on the unit sphere. We propose to use the angular Gaussian distribution, which corresp…