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Vincenzo Lomonaco

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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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Continual Learning for Predictive Maintenance: Overview and Challenges

Jan 29, 2023
Julio Hurtado, Dario Salvati, Rudy Semola, Mattia Bosio, 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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Architect, Regularize and Replay (ARR): a Flexible Hybrid Approach for Continual Learning

Jan 06, 2023
Vincenzo Lomonaco, Lorenzo Pellegrini, Gabriele Graffieti, Davide Maltoni

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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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It's all About Consistency: A Study on Memory Composition for Replay-Based Methods in Continual Learning

Jul 04, 2022
Julio Hurtado, Alain Raymond-Saez, Vladimir Araujo, Vincenzo Lomonaco, Davide Bacciu

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Continual Learning for Human State Monitoring

Jun 29, 2022
Federico Matteoni, Andrea Cossu, Claudio Gallicchio, Vincenzo Lomonaco, Davide Bacciu

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Continual-Learning-as-a-Service (CLaaS): On-Demand Efficient Adaptation of Predictive Models

Jun 14, 2022
Rudy Semola, Vincenzo Lomonaco, 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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