PELLEGRINI, LORENZO
PELLEGRINI, LORENZO
DIPARTIMENTO DI INFORMATICA - SCIENZA E INGEGNERIA
Assegnisti
Apprendimento Automatico Continuo per la Robotica e la Visione Artificiale
2019-01-01 Vincenzo Lomonaco; Lorenzo Pellegrini; Davide Maltoni
Avalanche: an End-to-End Library for Continual Learning
2021-01-01 Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido M. van de Ven, Martin Mundt, Qi She, Keiland Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German I. Parisi, Fabio Cuzzolin, Andreas S. Tolias, Simone Scardapane, Luca Antiga, Subutai Ahmad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni
Continual Learning at the Edge: Real-Time Training on Smartphone Devices
2021-01-01 Lorenzo Pellegrini, Vincenzo Lomonaco, Gabriele Graffieti, Davide Maltoni
CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions
2022-01-01 Vincenzo Lomonaco, Lorenzo Pellegrini, Pau Rodriguez, Massimo Caccia, Qi She, Yu Chen, Quentin Jodelet, Ruiping Wang, Zheda Mai, David Vazquez, German I. Parisi, Nikhil Churamani, Marc Pickett, Issam Laradji, Davide Maltoni
Fine-Grained Continual Learning
2019-01-01 Vincenzo Lomonaco; Davide Maltoni; Lorenzo Pellegrini
IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge
2020-01-01 Bae H.; Brophy E.; Chan R.H.M.; Chen B.; Feng F.; Graffieti G.; Goel V.; Hao X.; Han H.; Kanagarajah S.; Kumar S.; Lam S.-K.; Lam T.L.; Lan C.; Liu Q.; Lomonaco V.; Ma L.; Maltoni D.; Parisi G.I.; Pellegrini L.; Piyasena D.; Pu S.; She Q.; Sheet D.; Song S.; Son Y.; Wang Z.; Ward T.E.; Wu J.; Wu M.; Xie D.; Xu Y.; Yang L.; Yang Q.; Zhong Q.; Zhou L.
Is Class-Incremental Enough for Continual Learning?
2022-01-01 Cossu Andrea, Graffieti Gabriele, Pellegrini Lorenzo, Maltoni Davide, Bacciu Davide, Carta Antonio, Lomonaco Vincenzo
Latent replay for real-time continual learning
2020-01-01 Pellegrini L.; Graffieti G.; Lomonaco V.; Maltoni D.
Latent Replay for Real-Time Continual Learning
2019-01-01 Lorenzo Pellegrini; Gabriele Graffieti; Vincenzo Lomonaco; Davide Maltoni
Memory-Latency-Accuracy Trade-Offs for Continual Learning on a RISC-V Extreme-Edge Node
2020-01-01 Ravaglia L.; Rusci M.; Capotondi A.; Conti F.; Pellegrini L.; Lomonaco V.; Maltoni D.; Benini L.
Rehearsal-Free Continual Learning over Small Non-IID Batches
2020-01-01 Vincenzo Lomonaco, Davide Maltoni, Lorenzo Pellegrini
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Apprendimento Automatico Continuo per la Robotica e la Visione Artificiale | Vincenzo Lomonaco; Lorenzo Pellegrini; Davide Maltoni | 2019-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Avalanche: an End-to-End Library for Continual Learning | Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. ...Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido M. van de Ven, Martin Mundt, Qi She, Keiland Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German I. Parisi, Fabio Cuzzolin, Andreas S. Tolias, Simone Scardapane, Luca Antiga, Subutai Ahmad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni | 2021-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Continual Learning at the Edge: Real-Time Training on Smartphone Devices | Lorenzo Pellegrini, Vincenzo Lomonaco, Gabriele Graffieti, Davide Maltoni | 2021-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions | Vincenzo Lomonaco, Lorenzo Pellegrini, Pau Rodriguez, Massimo Caccia, Qi She, Yu Chen, Quentin Jo...delet, Ruiping Wang, Zheda Mai, David Vazquez, German I. Parisi, Nikhil Churamani, Marc Pickett, Issam Laradji, Davide Maltoni | 2022-01-01 | ARTIFICIAL INTELLIGENCE | - | 1.01 Articolo in rivista | - |
| Fine-Grained Continual Learning | Vincenzo Lomonaco; Davide Maltoni; Lorenzo Pellegrini | 2019-01-01 | - | - | 7.13 Rapporto tecnico | - |
| IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge | Bae H.; Brophy E.; Chan R.H.M.; Chen B.; Feng F.; Graffieti G.; Goel V.; Hao X.; Han H.; Kanagara...jah S.; Kumar S.; Lam S.-K.; Lam T.L.; Lan C.; Liu Q.; Lomonaco V.; Ma L.; Maltoni D.; Parisi G.I.; Pellegrini L.; Piyasena D.; Pu S.; She Q.; Sheet D.; Song S.; Son Y.; Wang Z.; Ward T.E.; Wu J.; Wu M.; Xie D.; Xu Y.; Yang L.; Yang Q.; Zhong Q.; Zhou L. | 2020-01-01 | IEEE ROBOTICS AND AUTOMATION MAGAZINE | - | 1.01 Articolo in rivista | - |
| Is Class-Incremental Enough for Continual Learning? | Cossu Andrea, Graffieti Gabriele, Pellegrini Lorenzo, Maltoni Davide, Bacciu Davide, Carta Antoni...o, Lomonaco Vincenzo | 2022-01-01 | FRONTIERS IN ARTIFICIAL INTELLIGENCE | - | 1.01 Articolo in rivista | - |
| Latent replay for real-time continual learning | Pellegrini L.; Graffieti G.; Lomonaco V.; Maltoni D. | 2020-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Latent Replay for Real-Time Continual Learning | Lorenzo Pellegrini; Gabriele Graffieti; Vincenzo Lomonaco; Davide Maltoni | 2019-01-01 | - | - | 7.13 Rapporto tecnico | - |
| Memory-Latency-Accuracy Trade-Offs for Continual Learning on a RISC-V Extreme-Edge Node | Ravaglia L.; Rusci M.; Capotondi A.; Conti F.; Pellegrini L.; Lomonaco V.; Maltoni D.; Benini L. | 2020-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Rehearsal-Free Continual Learning over Small Non-IID Batches | Vincenzo Lomonaco, Davide Maltoni, Lorenzo Pellegrini | 2020-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |