Marc Masana

A continual learning survey: Defying forgetting in classification tasks

Matthias Delange, Rahaf Aljundi, Marc Masana et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 1.5K citations · Full text

Artificial Intelligence, Incremental Learning, Engineering +18

Class-Incremental Learning: Survey and Performance Evaluation on Image Classification

Marc Masana, Xialei Liu, Bartłomiej Twardowski et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 571 citations

Few-shot Learning, Incremental Learning, Image Classification +14

Rotate your Networks: Better Weight Consolidation and Less Catastrophic Forgetting

Xialei Liu, Marc Masana, Luis Herranz et al. · 2018 · 242 citations · Full text

Artificial Intelligence, Incremental Learning, Engineering +26

Continual learning: A comparative study on how to defy forgetting in classification tasks.

Matthias De Lange, Rahaf Aljundi, Marc Masana et al. · arXiv (Cornell University) · 2019 · 162 citations · Full text

Artificial Intelligence, Few-shot Learning, Incremental Learning +21

Avalanche: An end-to-end library for continual learning

Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu et al. · CINECA IRIS Institutial research information system (University of Pisa) · 2021 · 120 citations · Full text

Artificial Intelligence, Continual Learning, Incremental Learning +14