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Debora Caldarola
Debora Caldarola
PhD student @ Stanford University & Politecnico di Torino
Verified email at polito.it - Homepage
Title
Cited by
Cited by
Year
Cluster-driven Graph Federated Learning over Multiple Domains
D Caldarola, M Mancini, F Galasso, M Ciccone, E Rodolà, B Caputo
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop on …, 2021
702021
Improving Generalization in Federated Learning by Seeking Flat Minima
D Caldarola*, B Caputo, M Ciccone*
European Conference on Computer Vision (ECCV), 2022
642022
FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving
L Fantauzzo*, E Fani*, D Caldarola, A Tavera, F Cermelli, M Ciccone, ...
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2022
362022
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning
D Shenaj*, E Fanì*, M Toldo, D Caldarola, A Tavera, U Michieli, ...
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2023, 2023
252023
Speeding up Heterogeneous Federated Learning with Sequentially Trained Superclients
R Zaccone*, A Rizzardi*, D Caldarola, M Ciccone, B Caputo
26th International Conference on Pattern Recognition (ICPR), 2022
112022
Window-based Model Averaging Improves Generalization in Heterogeneous Federated Learning
D Caldarola, B Caputo, M Ciccone
International Conference on Computer Vision Workshop (ICCVW), 2023
22023
Collaborative Visual Place Recognition through Federated Learning
M Dutto, G Berton, D Caldarola, E Fani, G Trivigno, C Masone
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), 2024
2024
Accelerating Federated Learning via Sequential Training of Grouped Heterogeneous Clients
A Silvi*, A Rizzardi*, D Caldarola*, B Caputo, M Ciccone
IEEE Access, 2024
2024
Towards Real World Federated Learning
D Caldarola
Politecnico di Torino, 2020
2020
Supplementary Material Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning
D Shenaj, E Fanı, M Toldo, D Caldarola, A Tavera, U Michieli, M Ciccone, ...
Federated Learning across Domains
D Caldarola
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Articles 1–11