96 citations · 229 across the 19 of their papers we have counts for
4 papers · 1 filter
Intelligent Drone Swarm for Search and Rescue Operations at Sea
Vincenzo Lomonaco, Angelo Trotta, Marta Ziosi +2
In recent years, a rising numbers of people arrived in the European Union, traveling across the Mediterranean Sea or overland through Southeast Europe in what has been later named…
Don't forget, there is more than forgetting: new metrics for Continual Learning
Natalia Díaz-Rodríguez, Vincenzo Lomonaco, David Filliat +1
Continual learning consists of algorithms that learn from a stream of data/tasks continuously and adaptively thought time, enabling the incremental development of ever more complex…
Custom Dual Transportation Mode Detection by Smartphone Devices Exploiting Sensor Diversity
Claudia Carpineti, Vincenzo Lomonaco, Luca Bedogni +2
Making applications aware of the mobility experienced by the user can open the door to a wide range of novel services in different use-cases, from smart parking to vehicular traffi…
Continuous Learning in Single-Incremental-Task Scenarios
Davide Maltoni, Vincenzo Lomonaco
It was recently shown that architectural, regularization and rehearsal strategies can be used to train deep models sequentially on a number of disjoint tasks without forgetting pre…