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Vincenzo Lomonaco

Continual Learning for Human State Monitoring

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

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* 6 pages, 4 figures, 2 tables, ESANN

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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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Generative Negative Replay for Continual Learning

Apr 12, 2022
Gabriele Graffieti, Davide Maltoni, Lorenzo Pellegrini, Vincenzo Lomonaco

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* 18 pages, 10 figures, 16 tables, 2 algorithms. Under review

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Avalanche RL: a Continual Reinforcement Learning Library

Mar 24, 2022
Nicolò Lucchesi, Antonio Carta, Vincenzo Lomonaco, Davide Bacciu

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* Presented at the 21st International Conference on Image Analysis and Processing (ICIAP 2021)

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Ex-Model: Continual Learning from a Stream of Trained Models

Dec 13, 2021
Antonio Carta, Andrea Cossu, Vincenzo Lomonaco, Davide Bacciu

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