Debora Caldarola

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Semantic Segmentation

Unsupervised Learning

Multiple Domains

Learning Problems

Top Venues

Publications

Mattia Dutto, Gabriele Moreno Berton, Debora Caldarola, Eros Fanì, Gabriele Trivigno, Carlo Masone
Collaborative Visual Place Recognition through Federated Learning. CoRR (2024)
Andrea Silvi, Andrea Rizzardi, Debora Caldarola, Barbara Caputo, Marco Ciccone
Accelerating Federated Learning via Sequential Training of Grouped Heterogeneous Clients. IEEE Access 12 (2024)
Donald Shenaj, Eros Fanì, Marco Toldo, Debora Caldarola, Antonio Tavera, Umberto Michieli, Marco Ciccone, Pietro Zanuttigh, Barbara Caputo
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning. WACV (2023)
Debora Caldarola, Barbara Caputo, Marco Ciccone
Window-based Model Averaging Improves Generalization in Heterogeneous Federated Learning. ICCV (Workshops) (2023)
Debora Caldarola, Barbara Caputo, Marco Ciccone
Window-based Model Averaging Improves Generalization in Heterogeneous Federated Learning. CoRR (2023)
Riccardo Zaccone, Andrea Rizzardi, Debora Caldarola, Marco Ciccone, Barbara Caputo
Speeding up Heterogeneous Federated Learning with Sequentially Trained Superclients. ICPR (2022)
Donald Shenaj, Eros Fanì, Marco Toldo, Debora Caldarola, Antonio Tavera, Umberto Michieli, Marco Ciccone, Pietro Zanuttigh, Barbara Caputo
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning. CoRR (2022)
Debora Caldarola, Barbara Caputo, Marco Ciccone
Improving Generalization in Federated Learning by Seeking Flat Minima. CoRR (2022)
Lidia Fantauzzo, Eros Fani', Debora Caldarola, Antonio Tavera, Fabio Cermelli, Marco Ciccone, Barbara Caputo
FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving. CoRR (2022)
Riccardo Zaccone, Andrea Rizzardi, Debora Caldarola, Marco Ciccone, Barbara Caputo
Speeding up Heterogeneous Federated Learning with Sequentially Trained Superclients. CoRR (2022)
Lidia Fantauzzo, Eros Fanì, Debora Caldarola, Antonio Tavera, Fabio Cermelli, Marco Ciccone, Barbara Caputo
FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving. IROS (2022)
Debora Caldarola, Barbara Caputo, Marco Ciccone
Improving Generalization in Federated Learning by Seeking Flat Minima. ECCV (23) (2022)
Debora Caldarola, Massimiliano Mancini, Fabio Galasso, Marco Ciccone, Emanuele Rodolà, Barbara Caputo
Cluster-driven Graph Federated Learning over Multiple Domains. CoRR (2021)
Debora Caldarola, Massimiliano Mancini, Fabio Galasso, Marco Ciccone, Emanuele Rodolà, Barbara Caputo
Cluster-Driven Graph Federated Learning Over Multiple Domains. CVPR Workshops (2021)