Concepedia

Vincenzo Lomonaco

VL

Statistics

Publications

41

Citations

2.2K

H-Index

23

Active since

2014

Affiliations

University of Bologna(Current)

University of Pisa

Scuola Normale Superiore

University of Modena and Reggio Emilia

Universität Hamburg

Vincenzo Lomonaco is an author at University of Bologna specializing in computing, computer science, and continual learning.

Publications per year

2014–2024

41

Publications

41

Continual Learning for Robotics: Definition, Framework, Learning\n Strategies, Opportunities and Challenges

Timothée Lesort, Vincenzo Lomonaco, Andrei Stoian et al. · arXiv (Cornell University) · 2019 · 492 citations · Full text

Engineering, Computer Science, Educational Technology +12

Continuous learning in single-incremental-task scenarios

Davide Maltoni, Vincenzo Lomonaco · CINECA IRIS Institutial research information system (University of Pisa) · 2019 · 306 citations

Computing, Computer Science, Artificial Intelligence +11

Latent replay for real-time continual learning

Lorenzo Pellegrini, Gabriele Graffieti, Vincenzo Lomonaco et al. · CINECA IRIS Institutial research information system (University of Pisa) · 2020 · 139 citations

Computing, Computer Engineering, Computer Science +9

Continual learning for recurrent neural networks: An empirical evaluation

Andrea Cossu, Antonio Carta, Vincenzo Lomonaco et al. · Neural Networks · 2021 · 122 citations · Full text

Computing, Computer Science, Algorithms +9

Avalanche: An end-to-end library for continual learning

Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu et al. · CINECA IRIS Institutial research information system (University of Pisa) · 2021 · 122 citations · Full text

Computing, Computer Science, Artificial Intelligence +9

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