no code implementations • 16 Apr 2024 • Pietro Recalcati, Fabio Garcea, Luca Piano, Fabrizio Lamberti, Lia Morra
Deep neural networks are increasingly used in a wide range of technologies and services, but remain highly susceptible to out-of-distribution (OOD) samples, that is, drawn from a different distribution than the original training set.
1 code implementation • 13 Mar 2024 • Francesco Dibitonto, Fabio Garcea, André Panisson, Alan Perotti, Lia Morra
Convolutional Neural Networks (CNNs) are nowadays the model of choice in Computer Vision, thanks to their ability to automatize the feature extraction process in visual tasks.
no code implementations • 22 Jun 2020 • Fabio Garcea, Alessandro Cucco, Lia Morra, Fabrizio Lamberti
Visual object tracking task is constantly gaining importance in several fields of application as traffic monitoring, robotics, and surveillance, to name a few.