no code implementations • 20 Apr 2024 • Mattia Dutto, Gabriele Berton, Debora Caldarola, Eros Fanì, Gabriele Trivigno, Carlo Masone
Visual Place Recognition (VPR) aims to estimate the location of an image by treating it as a retrieval problem.
1 code implementation • 23 Sep 2023 • Eros Fanì, Marco Ciccone, Barbara Caputo
We propose FedDrive v2, an extension of the Federated Learning benchmark for Semantic Segmentation in Autonomous Driving.
1 code implementation • 5 Oct 2022 • Donald Shenaj, Eros Fanì, Marco Toldo, Debora Caldarola, Antonio Tavera, Umberto Michieli, Marco Ciccone, Pietro Zanuttigh, Barbara Caputo
Federated Learning (FL) has recently emerged as a possible way to tackle the domain shift in real-world Semantic Segmentation (SS) without compromising the private nature of the collected data.
1 code implementation • 28 Feb 2022 • Lidia Fantauzzo, Eros Fanì, Debora Caldarola, Antonio Tavera, Fabio Cermelli, Marco Ciccone, Barbara Caputo
For similar reasons, Federated Learning has been recently introduced as a new machine learning paradigm aiming to learn a global model while preserving privacy and leveraging data on millions of remote devices.