Carta, Antonio

9 publications

ICML 2025 Online Curvature-Aware Replay: Leveraging $\mathbf{2}^nd$ Order Information for Online Continual Learning Edoardo Urettini, Antonio Carta

ICCVW 2023 A Comprehensive Empirical Evaluation on Online Continual Learning Albin Soutif-Cormerais, Antonio Carta, Andrea Cossu, Julio Hurtado, Vincenzo Lomonaco, Joost van de Weijer, Hamed Hemati

ICCV 2023 A Simple Recipe to Meta-Learn Forward and Backward Transfer Edoardo Cetin, Antonio Carta, Oya Celiktutan

MLOSS 2023 Avalanche: A PyTorch Library for Deep Continual Learning Antonio Carta, Lorenzo Pellegrini, Andrea Cossu, Hamed Hemati, Vincenzo Lomonaco

CoLLAs 2023 Class-Incremental Learning with Repetition Hamed Hemati, Andrea Cossu, Antonio Carta, Julio Hurtado, Lorenzo Pellegrini, Davide Bacciu, Vincenzo Lomonaco, Damian Borth

CoLLAs 2023 Improving Online Continual Learning Performance and Stability with Temporal Ensembles Albin Soutif–Cormerais, Antonio Carta, Joost Weijer

CVPRW 2022 Ex-Model: Continual Learning from a Stream of Trained Models Antonio Carta, Andrea Cossu, Vincenzo Lomonaco, Davide Bacciu

CVPRW 2021 Avalanche: An End-to-End Library for Continual Learning Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido M. van de Ven, Martin Mundt, Qi She, Keiland W. Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German Ignacio Parisi, Fabio Cuzzolin, Andreas S. Tolias, Simone Scardapane, Luca Antiga, Subutai Ahmad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni

ECML-PKDD 2020 Incremental Training of a Recurrent Neural Network Exploiting a Multi-Scale Dynamic Memory Antonio Carta, Alessandro Sperduti, Davide Bacciu