Continual learning for predictive maintenance: Overview and challenges
Hurtado, Julio, Salvati, Dario, Semola, Rudy, Bosio, Mattia, Lomonaco, Vincenzo
Published in Intelligent systems with applications (01.09.2023)
Published in Intelligent systems with applications (01.09.2023)
Get full text
Journal Article
Is Class-Incremental Enough for Continual Learning?
Cossu, Andrea, Graffieti, Gabriele, Pellegrini, Lorenzo, Maltoni, Davide, Bacciu, Davide, Carta, Antonio, Lomonaco, Vincenzo
Published in Frontiers in artificial intelligence (24.03.2022)
Published in Frontiers in artificial intelligence (24.03.2022)
Get full text
Journal Article
Continual learning for recurrent neural networks: An empirical evaluation
Cossu, Andrea, Carta, Antonio, Lomonaco, Vincenzo, Bacciu, Davide
Published in Neural networks (01.11.2021)
Published in Neural networks (01.11.2021)
Get full text
Journal Article
Latent Replay for Real-Time Continual Learning
Pellegrini, Lorenzo, Graffieti, Gabriele, Lomonaco, Vincenzo, Maltoni, Davide
Published in 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (24.10.2020)
Published in 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (24.10.2020)
Get full text
Conference Proceeding
Efficient continual learning in neural networks with embedding regularization
Pomponi, Jary, Scardapane, Simone, Lomonaco, Vincenzo, Uncini, Aurelio
Published in Neurocomputing (Amsterdam) (15.07.2020)
Published in Neurocomputing (Amsterdam) (15.07.2020)
Get full text
Journal Article
Generative negative replay for continual learning
Graffieti, Gabriele, Maltoni, Davide, Pellegrini, Lorenzo, Lomonaco, Vincenzo
Published in Neural networks (01.05.2023)
Published in Neural networks (01.05.2023)
Get full text
Journal Article
Continual pre-training mitigates forgetting in language and vision
Cossu, Andrea, Carta, Antonio, Passaro, Lucia, Lomonaco, Vincenzo, Tuytelaars, Tinne, Bacciu, Davide
Published in Neural networks (01.11.2024)
Published in Neural networks (01.11.2024)
Get full text
Journal Article
A weakly supervised approach for recycling code recognition
Pellegrini, Lorenzo, Maltoni, Davide, Graffieti, Gabriele, Lomonaco, Vincenzo, Mazzini, Lisa, Mondardini, Marco, Zappoli, Milena
Published in Expert systems with applications (01.04.2023)
Published in Expert systems with applications (01.04.2023)
Get full text
Journal Article
Semi-supervised tuning from temporal coherence
Maltoni, Davide, Lomonaco, Vincenzo
Published in 2016 23rd International Conference on Pattern Recognition (ICPR) (01.12.2016)
Published in 2016 23rd International Conference on Pattern Recognition (ICPR) (01.12.2016)
Get full text
Conference Proceeding
LuckyMera: a modular AI framework for building hybrid NetHack agents
Quarantiello, Luigi, Marzeddu, Simone, Guzzi, Antonio, Lomonaco, Vincenzo
Published in Intelligenza artificiale (29.05.2024)
Published in Intelligenza artificiale (29.05.2024)
Get full text
Journal Article
Deep continual learning for medical call incidents text classification under the presence of dataset shifts
Ferri, Pablo, Lomonaco, Vincenzo, Passaro, Lucia C., Félix-De Castro, Antonio, Sánchez-Cuesta, Purificación, Sáez, Carlos, García-Gómez, Juan M.
Published in Computers in biology and medicine (01.06.2024)
Published in Computers in biology and medicine (01.06.2024)
Get full text
Journal Article
Towards lifelong object recognition: A dataset and benchmark
Lan, Chuanlin, Feng, Fan, Liu, Qi, She, Qi, Yang, Qihan, Hao, Xinyue, Mashkin, Ivan, Kei, Ka Shun, Qiang, Dong, Lomonaco, Vincenzo, Shi, Xuesong, Wang, Zhengwei, Guo, Yao, Zhang, Yimin, Qiao, Fei, Chan, Rosa H.M.
Published in Pattern recognition (01.10.2022)
Published in Pattern recognition (01.10.2022)
Get full text
Journal Article
Rehearsal-Free Continual Learning over Small Non-I.I.D. Batches
Lomonaco, Vincenzo, Maltoni, Davide, Pellegrini, Lorenzo
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2020)
Get full text
Conference Proceeding