LOMONACO, VINCENZO
Dettaglio
LOMONACO, VINCENZO
DIPARTIMENTO DI INFORMATICA - SCIENZA E INGEGNERIA
Pubblicazioni
Risultati 1 - 20 di 26 (tempo di esecuzione: 0.002 secondi).
Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File | |
---|---|---|---|---|---|---|---|
1 | Apprendimento Automatico Continuo per la Robotica e la Visione Artificiale | Vincenzo Lomonaco; Lorenzo Pellegrini; Davide Maltoni | 2019 | 4.01 Contributo in Atti di convegno | - | ||
2 | Comparing Incremental Learning Strategies for Convolutional Neural Networks | Lomonaco, Vincenzo; Maltoni, Davide | 2016 | Springer Verlag | 4.01 Contributo in Atti di convegno | - | |
3 | Continual learning for robotics: Definition, framework, learning strategies, opportunities and challenges | Lesort, Timothée; Lomonaco, Vincenzo; Stoian, Andrei; Maltoni, Davide; Filliat, David; Díaz-Rodrí...guez, Natalia | 2020 | INFORMATION FUSION | 1.01 Articolo in rivista | - | |
4 | Continual Learning for Robotics: Definition, Framework, Learning, Strategies, Opportunities and Challenges | Timothée Lesort; Vincenzo Lomonaco; Andrei Stoian; Davide Maltoni; David Filliat; Natalia Díaz-Ro...dríguez | 2019 | 7.13 Rapporto tecnico | - | ||
5 | Continual Learning with Deep Architectures | Vincenzo Lomonaco | 2019 | 7.13 Rapporto tecnico | - | ||
6 | Continual Reinforcement Learning in 3D Non-stationary Environments | Vincenzo Lomonaco, Karan Desai, Eugenio Culurciello, Davide Maltoni | 2020 | 4.01 Contributo in Atti di convegno | - | ||
7 | Continual Reinforcement Learning in 3D Non-stationary Environments | Vincenzo Lomonaco; Karan Desai; Eugenio Culurciello; Davide Maltoni | 2019 | 7.13 Rapporto tecnico | - | ||
8 | Continuous Learning in Single-Incremental-Task Scenarios | Davide Maltoni; Vincenzo Lomonaco | 2018 | 7.13 Rapporto tecnico | - | ||
9 | Continuous learning in single-incremental-task scenarios | Maltoni, Davide; Lomonaco, Vincenzo | 2019 | NEURAL NETWORKS | 1.01 Articolo in rivista | - | |
10 | CORe50: a New Dataset and Benchmark for Continuous Object Recognition | Vincenzo, Lomonaco; Davide, Maltoni | 2017 | 7.13 Rapporto tecnico | - | ||
11 | CORe50: a New Dataset and Benchmark for Continuous Object Recognition | Vincenzo, Lomonaco; Davide, Maltoni | 2017 | 4.01 Contributo in Atti di convegno | - | ||
12 | Custom Dual Transportation Mode Detection By Smartphone Devices Exploiting Sensor Diversity | Carpineti, Claudia; Lomonaco, Vincenzo; Bedogni, Luca; Felice, Marco Di; Bononi, Luciano | 2018 | 4.01 Contributo in Atti di convegno | - | ||
13 | Deep learning for computer vision: a comparison between convolutional neural networks and hierarchical temporal memories on object recognition tasks | Vincenzo Lomonaco | 2015 | 7.13 Rapporto tecnico | - | ||
14 | Don't Forget, There is More than Forgetting: new Metrics for Continual Learning | Natalia Díaz-Rodríguez, Vincenzo Lomonaco, David Filliat, Davide Maltoni | 2018 | 4.01 Contributo in Atti di convegno | - | ||
15 | Efficient Continual Learning in Neural Networks with Embedding Regularization | Jary Pomponi; Simone Scardapane; Vincenzo Lomonaco; Aurelio Uncini | 2019 | 7.13 Rapporto tecnico | - | ||
16 | Fine-Grained Continual Learning | Vincenzo Lomonaco; Davide Maltoni; Lorenzo Pellegrini | 2019 | 7.13 Rapporto tecnico | - | ||
17 | Intelligent Drone Swarm for Search and Rescue Operations at Sea | Vincenzo Lomonaco; Angelo Trotta; Marta Ziosi; Juan de Dios Yáñez Ávila; Natalia Díaz-Rodríguez | 2018 | 4.02 Riassunto (Abstract) | - | ||
18 | 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 | IEEE ROBOTICS AND AUTOMATION MAGAZINE | 1.01 Articolo in rivista | - | |
19 | Latent Replay for Real-Time Continual Learning | Lorenzo Pellegrini; Gabriele Graffieti; Vincenzo Lomonaco; Davide Maltoni | 2019 | 7.13 Rapporto tecnico | - | ||
20 | A Machine Learning Approach for Continuous Development | Russo, Daniel; Lomonaco, Vincenzo; Ciancarini, Paolo | 2018 | ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING | 4.01 Contributo in Atti di convegno | - |