LOMONACO, VINCENZO Statistiche
LOMONACO, VINCENZO
DIPARTIMENTO DI INFORMATICA
Calibration of Continual Learning Models
2024-01-01 Li, Lanpei; Piccoli, Elia; Cossu, Andrea; Bacciu, Davide; Lomonaco, Vincenzo
Continual pre-training mitigates forgetting in language and vision
2024-01-01 Cossu, Andrea; Carta, Antonio; Passaro, Lucia; Lomonaco, Vincenzo; Tuytelaars, Tinne; Bacciu, Davide
Deep continual learning for medical call incidents text classification under the presence of dataset shifts
2024-01-01 Ferri, Pablo; Lomonaco, Vincenzo; Passaro, Lucia C.; Félix-De Castro, Antonio; Sánchez-Cuesta, Purificación; Sáez, Carlos; García-Gómez, Juan M.
Deep Reinforcement Learning for Network Slice Placement and the DeepNetSlice Toolkit
2024-01-01 Pasquali, Alex; Lomonaco, Vincenzo; Bacciu, Davide; Paganelli, Federica
Projected Latent Distillation for Data-Agnostic Consolidation in distributed continual learning
2024-01-01 Carta, Antonio; Cossu, Andrea; Lomonaco, Vincenzo; Bacciu, Davide; van de Weijer, Joost
Streaming Continual Learning for Unified Adaptive Intelligence in Dynamic Environments
2024-01-01 Giannini, Federico; Ziffer, Giacomo; Cossu, Andrea; Lomonaco, Vincenzo
TEACHING Platform for Human-Centric Autonomous Applications: Design and Overview
2024-01-01 De Caro, V.; Chronis, C.; Coppola, M.; Lomonaco, V.; Gallicchio, C.; Tserpes, K.; Bacciu, D.
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
Deep Continual Learning (Dagstuhl Seminar 23122)
2023-01-01 Tuytelaars, Tinne; Liu, Bing; Lomonaco, Vincenzo; van de Ven, Gido; Cossu, Andrea
Design principles for lifelong learning AI accelerators
2023-01-01 Kudithipudi, Dhireesha; Daram, Anurag; Zyarah, Abdullah M.; Zohora, Fatima Tuz; Aimone, James B.; Yanguas-Gil, Angel; Soures, Nicholas; Neftci, Emre; Mattina, Matthew; Lomonaco, Vincenzo; Thiem, Clare D.; Epstein, Benjamin
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.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Calibration of Continual Learning Models | 1-gen-2024 | Li, Lanpei; Piccoli, Elia; Cossu, Andrea; Bacciu, Davide; Lomonaco, Vincenzo | |
| Continual pre-training mitigates forgetting in language and vision | 1-gen-2024 | Cossu, Andrea; Carta, Antonio; Passaro, Lucia; Lomonaco, Vincenzo; Tuytelaars, Tinne; Bacciu, Davide | |
| Deep continual learning for medical call incidents text classification under the presence of dataset shifts | 1-gen-2024 | Ferri, Pablo; Lomonaco, Vincenzo; Passaro, Lucia C.; Félix-De Castro, Antonio; Sánchez-Cuesta, Purificación; Sáez, Carlos; García-Gómez, Juan M. | |
| Deep Reinforcement Learning for Network Slice Placement and the DeepNetSlice Toolkit | 1-gen-2024 | Pasquali, Alex; Lomonaco, Vincenzo; Bacciu, Davide; Paganelli, Federica | |
| Projected Latent Distillation for Data-Agnostic Consolidation in distributed continual learning | 1-gen-2024 | Carta, Antonio; Cossu, Andrea; Lomonaco, Vincenzo; Bacciu, Davide; van de Weijer, Joost | |
| Streaming Continual Learning for Unified Adaptive Intelligence in Dynamic Environments | 1-gen-2024 | Giannini, Federico; Ziffer, Giacomo; Cossu, Andrea; Lomonaco, Vincenzo | |
| TEACHING Platform for Human-Centric Autonomous Applications: Design and Overview | 1-gen-2024 | De Caro, V.; Chronis, C.; Coppola, M.; Lomonaco, V.; Gallicchio, C.; Tserpes, K.; Bacciu, D. | |
| 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 | |
| Deep Continual Learning (Dagstuhl Seminar 23122) | 1-gen-2023 | Tuytelaars, Tinne; Liu, Bing; Lomonaco, Vincenzo; van de Ven, Gido; Cossu, Andrea | |
| Design principles for lifelong learning AI accelerators | 1-gen-2023 | Kudithipudi, Dhireesha; Daram, Anurag; Zyarah, Abdullah M.; Zohora, Fatima Tuz; Aimone, James B.; Yanguas-Gil, Angel; Soures, Nicholas; Neftci, Emre; Mattina, Matthew; Lomonaco, Vincenzo; Thiem, Clare D.; Epstein, Benjamin | |
| 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. |