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Antonio Carta

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A Comprehensive Empirical Evaluation on Online Continual Learning

Sep 01, 2023
Albin Soutif--Cormerais, Antonio Carta, Andrea Cossu, Julio Hurtado, Hamed Hemati, Vincenzo Lomonaco, Joost Van de Weijer

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Improving Online Continual Learning Performance and Stability with Temporal Ensembles

Jul 03, 2023
Albin Soutif--Cormerais, Antonio Carta, Joost Van de Weijer

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Projected Latent Distillation for Data-Agnostic Consolidation in Distributed Continual Learning

Mar 28, 2023
Antonio Carta, Andrea Cossu, Vincenzo Lomonaco, Davide Bacciu, Joost van de Weijer

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Avalanche: A PyTorch Library for Deep Continual Learning

Feb 02, 2023
Antonio Carta, Lorenzo Pellegrini, Andrea Cossu, Hamed Hemati, Vincenzo Lomonaco

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Class-Incremental Learning with Repetition

Jan 26, 2023
Hamed Hemati, Andrea Cossu, Antonio Carta, Julio Hurtado, Lorenzo Pellegrini, Davide Bacciu, Vincenzo Lomonaco, Damian Borth

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3rd Continual Learning Workshop Challenge on Egocentric Category and Instance Level Object Understanding

Dec 13, 2022
Lorenzo Pellegrini, Chenchen Zhu, Fanyi Xiao, Zhicheng Yan, Antonio Carta, Matthias De Lange, Vincenzo Lomonaco, Roshan Sumbaly, Pau Rodriguez, David Vazquez

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Sample Condensation in Online Continual Learning

Jun 23, 2022
Mattia Sangermano, Antonio Carta, Andrea Cossu, Davide Bacciu

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Continual Pre-Training Mitigates Forgetting in Language and Vision

May 19, 2022
Andrea Cossu, Tinne Tuytelaars, Antonio Carta, Lucia Passaro, Vincenzo Lomonaco, Davide Bacciu

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