no code implementations • 10 Jun 2022 • Giulio Franzese, Simone Rossi, Lixuan Yang, Alessandro Finamore, Dario Rossi, Maurizio Filippone, Pietro Michiardi
Score-based diffusion models are a class of generative models whose dynamics is described by stochastic differential equations that map noise into data.
no code implementations • 28 Feb 2022 • Lixuan Yang, Dario Rossi
Artificial Intelligence (AI) has recently attracted a lot of attention, transitioning from research labs to a wide range of successful deployments in many fields, which is particularly true for Deep Learning (DL) techniques.
no code implementations • 13 Jul 2021 • Lixuan Yang, Dario Rossi
The increased success of Deep Learning (DL) has recently sparked large-scale deployment of DL models in many diverse industry segments.
no code implementations • 9 Jul 2021 • Giampaolo Bovenzi, Lixuan Yang, Alessandro Finamore, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi
The recent popularity growth of Deep Learning (DL) re-ignited the interest towards traffic classification, with several studies demonstrating the accuracy of DL-based classifiers to identify Internet applications' traffic.
no code implementations • 7 Apr 2021 • Lixuan Yang, Alessandro Finamore, Feng Jun, Dario Rossi
The increasing success of Machine Learning (ML) and Deep Learning (DL) has recently re-sparked interest towards traffic classification.
no code implementations • 12 Nov 2020 • Lixuan Yang, Cedric Beliard, Dario Rossi
Federated learning (FL) is an appealing concept to perform distributed training of Neural Networks (NN) while keeping data private.