Caldarola, Debora

6 publications

CVPR 2025 Beyond Local Sharpness: Communication-Efficient Global Sharpness-Aware Minimization for Federated Learning Debora Caldarola, Pietro Cagnasso, Barbara Caputo, Marco Ciccone

CVPRW 2024 Collaborative Visual Place Recognition Through Federated Learning Mattia Dutto, Gabriele Moreno Berton, Debora Caldarola, Eros Fanì, Gabriele Trivigno, Carlo Masone

WACV 2023 Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning Donald Shenaj, Eros Fanì, Marco Toldo, Debora Caldarola, Antonio Tavera, Umberto Michieli, Marco Ciccone, Pietro Zanuttigh, Barbara Caputo

ICCVW 2023 Window-Based Model Averaging Improves Generalization in Heterogeneous Federated Learning Debora Caldarola, Barbara Caputo, Marco Ciccone

ECCV 2022 Improving Generalization in Federated Learning by Seeking Flat Minima Debora Caldarola, Barbara Caputo, Marco Ciccone

CVPRW 2021 Cluster-Driven Graph Federated Learning over Multiple Domains Debora Caldarola, Massimiliano Mancini, Fabio Galasso, Marco Ciccone, Emanuele Rodolà, Barbara Caputo