LOMONACO, VINCENZO Statistiche
LOMONACO, VINCENZO
DIPARTIMENTO DI INFORMATICA
Deep Reinforcement Learning for Network Slice Placement and the DeepNetSlice Toolkit
2024-01-01 Pasquali, Alex; Lomonaco, Vincenzo; Bacciu, Davide; Paganelli, Federica
A Comprehensive Empirical Evaluation on Online Continual Learning
2023-01-01 Soutif-Cormerais, Albin; Carta, Antonio; Cossu, Andrea; Hurtado, Julio; Lomonaco, Vincenzo; Van de Weijer, Joost; Hemati, Hamed
AI-Toolkit: A Microservices Architecture for Low-Code Decentralized Machine Intelligence
2023-01-01 Lomonaco, Vincenzo; Caro, Valerio De; Gallicchio, Claudio; Carta, Antonio; Sardianos, Christos; Varlamis, Iraklis; Tserpes, Konstantinos; Coppola, Massimo; Marmpena, Mina; Politi, Sevasti; Schoitsch, Erwin; Bacciu, Davide
Avalanche: A PyTorch Library for Deep Continual Learning
2023-01-01 Carta, Antonio; Pellegrini, Lorenzo; Cossu, Andrea; Hemati, Hamed; Lomonaco, Vincenzo
Class-Incremental Learning with Repetition
2023-01-01 Hemati, Hamed; Cossu, Andrea; Carta, Antonio; Hurtado, Julio; Pellegrini, Lorenzo; Bacciu, Davide; Lomonaco, Vincenzo; Damian, Borth
Memory Population in Continual Learning via Outlier Elimination
2023-01-01 Hurtado, Julio; Raymond-Sáez, Alain; Araujo, Vladimir; Lomonaco, Vincenzo; Soto, Alvaro; Bacciu, Davide
Partial Hypernetworks for Continual Learning
2023-01-01 Hemati, Hamed; Lomonaco, Vincenzo; Bacciu, Davide; Borth, Damian
Prediction of Driver’s Stress Affection in Simulated Autonomous Driving Scenarios
2023-01-01 De Caro, Valerio; Danzinger, Herbert; Gallicchio, Claudio; Könczöl, Clemens; Lomonaco, Vincenzo; Marmpena, Mina; Politi, Sevasti; Veledar, Omar; Bacciu, Davide
AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving
2022-01-01 De Caro, V.; Bano, S.; Machumilane, A.; Gotta, A.; Cassara, P.; Carta, A.; Semola, R.; Sardianos, C.; Chronis, C.; Varlamis, I.; Tserpes, K.; Lomonaco, V.; Gallicchio, C.; Bacciu, D.
Avalanche RL: A Continual Reinforcement Learning Library
2022-01-01 Lucchesi, N.; Carta, A.; Lomonaco, V.; Bacciu, D.
Continual Learning for Human State Monitoring
2022-01-01 Matteoni, Federico; Cossu, Andrea; Gallicchio, Claudio; Lomonaco, Vincenzo; Bacciu, Davide
CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions
2022-01-01 Lomonaco, V.; Pellegrini, L.; Rodriguez, P.; Caccia, M.; She, Q.; Chen, Y.; Jodelet, Q.; Wang, R.; Mai, Z.; Vazquez, D.; Parisi, G. I.; Churamani, N.; Pickett, M.; Laradji, I.; Maltoni, D.
Distilled Replay: Overcoming Forgetting Through Synthetic Samples
2022-01-01 Rosasco, A.; Carta, A.; Cossu, A.; Lomonaco, V.; Bacciu, D.
Ex-Model: Continual Learning from a Stream of Trained Models
2022-01-01 Carta, A.; Cossu, A.; Lomonaco, V.; Bacciu, D.
Is Class-Incremental Enough for Continual Learning?
2022-01-01 Cossu, Andrea; Graffieti, Gabriele; Pellegrini, Lorenzo; Maltoni, Davide; Bacciu, Davide; Carta, Antonio; Lomonaco, Vincenzo
Practical Recommendations for Replay-Based Continual Learning Methods
2022-01-01 Merlin, G.; Lomonaco, V.; Cossu, A.; Carta, A.; Bacciu, D.
Towards lifelong object recognition: A dataset and benchmark
2022-01-01 Lan, C.; Feng, F.; Liu, Q.; She, Q.; Yang, Q.; Hao, X.; Mashkin, I.; Kei, K. S.; Qiang, D.; Lomonaco, V.; Shi, X.; Wang, Z.; Guo, Y.; Zhang, Y.; Qiao, F.; Chan, R. H. M.
Avalanche: An end-to-end library for continual learning
2021-01-01 Lomonaco, V.; Pellegrini, L.; Cossu, A.; Carta, A.; Graffieti, G.; Hayes, T. L.; De Lange, M.; Masana, M.; Pomponi, J.; Van De Ven, G. M.; Mundt, M.; She, Q.; Cooper, K.; Forest, J.; Belouadah, E.; Calderara, S.; Parisi, G. I.; Cuzzolin, F.; Tolias, A. S.; Scardapane, S.; Antiga, L.; Ahmad, S.; Popescu, A.; Kanan, C.; Van De Weijer, J.; Tuytelaars, T.; Bacciu, D.; Maltoni, D.
Continual learning at the Edge: Real-time training on smartphone devices
2021-01-01 Pellegrini, L.; Lomonaco, V.; Graffieti, G.; Maltoni, D.
Continual learning for recurrent neural networks: An empirical evaluation
2021-01-01 Cossu, A.; Carta, A.; Lomonaco, V.; Bacciu, D.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Deep Reinforcement Learning for Network Slice Placement and the DeepNetSlice Toolkit | 1-gen-2024 | Pasquali, Alex; Lomonaco, Vincenzo; Bacciu, Davide; Paganelli, Federica | |
| A Comprehensive Empirical Evaluation on Online Continual Learning | 1-gen-2023 | Soutif-Cormerais, Albin; Carta, Antonio; Cossu, Andrea; Hurtado, Julio; Lomonaco, Vincenzo; Van de Weijer, Joost; Hemati, Hamed | |
| AI-Toolkit: A Microservices Architecture for Low-Code Decentralized Machine Intelligence | 1-gen-2023 | Lomonaco, Vincenzo; Caro, Valerio De; Gallicchio, Claudio; Carta, Antonio; Sardianos, Christos; Varlamis, Iraklis; Tserpes, Konstantinos; Coppola, Massimo; Marmpena, Mina; Politi, Sevasti; Schoitsch, Erwin; Bacciu, Davide | |
| Avalanche: A PyTorch Library for Deep Continual Learning | 1-gen-2023 | Carta, Antonio; Pellegrini, Lorenzo; Cossu, Andrea; Hemati, Hamed; Lomonaco, Vincenzo | |
| Class-Incremental Learning with Repetition | 1-gen-2023 | Hemati, Hamed; Cossu, Andrea; Carta, Antonio; Hurtado, Julio; Pellegrini, Lorenzo; Bacciu, Davide; Lomonaco, Vincenzo; Damian, Borth | |
| Memory Population in Continual Learning via Outlier Elimination | 1-gen-2023 | Hurtado, Julio; Raymond-Sáez, Alain; Araujo, Vladimir; Lomonaco, Vincenzo; Soto, Alvaro; Bacciu, Davide | |
| Partial Hypernetworks for Continual Learning | 1-gen-2023 | Hemati, Hamed; Lomonaco, Vincenzo; Bacciu, Davide; Borth, Damian | |
| Prediction of Driver’s Stress Affection in Simulated Autonomous Driving Scenarios | 1-gen-2023 | De Caro, Valerio; Danzinger, Herbert; Gallicchio, Claudio; Könczöl, Clemens; Lomonaco, Vincenzo; Marmpena, Mina; Politi, Sevasti; Veledar, Omar; Bacciu, Davide | |
| AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving | 1-gen-2022 | De Caro, V.; Bano, S.; Machumilane, A.; Gotta, A.; Cassara, P.; Carta, A.; Semola, R.; Sardianos, C.; Chronis, C.; Varlamis, I.; Tserpes, K.; Lomonaco, V.; Gallicchio, C.; Bacciu, D. | |
| Avalanche RL: A Continual Reinforcement Learning Library | 1-gen-2022 | Lucchesi, N.; Carta, A.; Lomonaco, V.; Bacciu, D. | |
| Continual Learning for Human State Monitoring | 1-gen-2022 | Matteoni, Federico; Cossu, Andrea; Gallicchio, Claudio; Lomonaco, Vincenzo; Bacciu, Davide | |
| CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions | 1-gen-2022 | Lomonaco, V.; Pellegrini, L.; Rodriguez, P.; Caccia, M.; She, Q.; Chen, Y.; Jodelet, Q.; Wang, R.; Mai, Z.; Vazquez, D.; Parisi, G. I.; Churamani, N.; Pickett, M.; Laradji, I.; Maltoni, D. | |
| Distilled Replay: Overcoming Forgetting Through Synthetic Samples | 1-gen-2022 | Rosasco, A.; Carta, A.; Cossu, A.; Lomonaco, V.; Bacciu, D. | |
| Ex-Model: Continual Learning from a Stream of Trained Models | 1-gen-2022 | Carta, A.; Cossu, A.; Lomonaco, V.; Bacciu, D. | |
| Is Class-Incremental Enough for Continual Learning? | 1-gen-2022 | Cossu, Andrea; Graffieti, Gabriele; Pellegrini, Lorenzo; Maltoni, Davide; Bacciu, Davide; Carta, Antonio; Lomonaco, Vincenzo | |
| Practical Recommendations for Replay-Based Continual Learning Methods | 1-gen-2022 | Merlin, G.; Lomonaco, V.; Cossu, A.; Carta, A.; Bacciu, D. | |
| Towards lifelong object recognition: A dataset and benchmark | 1-gen-2022 | Lan, C.; Feng, F.; Liu, Q.; She, Q.; Yang, Q.; Hao, X.; Mashkin, I.; Kei, K. S.; Qiang, D.; Lomonaco, V.; Shi, X.; Wang, Z.; Guo, Y.; Zhang, Y.; Qiao, F.; Chan, R. H. M. | |
| Avalanche: An end-to-end library for continual learning | 1-gen-2021 | Lomonaco, V.; Pellegrini, L.; Cossu, A.; Carta, A.; Graffieti, G.; Hayes, T. L.; De Lange, M.; Masana, M.; Pomponi, J.; Van De Ven, G. M.; Mundt, M.; She, Q.; Cooper, K.; Forest, J.; Belouadah, E.; Calderara, S.; Parisi, G. I.; Cuzzolin, F.; Tolias, A. S.; Scardapane, S.; Antiga, L.; Ahmad, S.; Popescu, A.; Kanan, C.; Van De Weijer, J.; Tuytelaars, T.; Bacciu, D.; Maltoni, D. | |
| Continual learning at the Edge: Real-time training on smartphone devices | 1-gen-2021 | Pellegrini, L.; Lomonaco, V.; Graffieti, G.; Maltoni, D. | |
| Continual learning for recurrent neural networks: An empirical evaluation | 1-gen-2021 | Cossu, A.; Carta, A.; Lomonaco, V.; Bacciu, D. |