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Dataset Knowledge Transfer for Class-Incremental Learning without Memory

Oct 16, 2021
Habib Slim, Eden Belouadah, Adrian Popescu, Darian Onchis

* Accepted to WACV 2022 

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Avalanche: an End-to-End Library for Continual Learning

Apr 01, 2021
Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido van de Ven, Martin Mundt, Qi She, Keiland Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German I. Parisi, Fabio Cuzzolin, Andreas Tolias, Simone Scardapane, Luca Antiga, Subutai Amhad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni

* Official Website: 

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A Comprehensive Study of Class Incremental Learning Algorithms for Visual Tasks

Nov 03, 2020
Eden Belouadah, Adrian Popescu, Ioannis Kanellos

* Submitted to Elsevier's Neural Networks journal 

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Initial Classifier Weights Replay for Memoryless Class Incremental Learning

Aug 31, 2020
Eden Belouadah, Adrian Popescu, Ioannis Kanellos

* Accepted in BMVC2020 

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Active Class Incremental Learning for Imbalanced Datasets

Aug 25, 2020
Eden Belouadah, Adrian Popescu, Umang Aggarwal, Léo Saci

* Accepted in IPCV workshop from ECCV2020 

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ScaIL: Classifier Weights Scaling for Class Incremental Learning

Jan 16, 2020
Eden Belouadah, Adrian Popescu

* 8 pages, 4 figures, 2 tables, accepted in WACV2020 

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DeeSIL: Deep-Shallow Incremental Learning

Aug 20, 2018
Eden Belouadah, Adrian Popescu

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