Archivio Istituzionale della RicercaCALDAROLA, DEBORA
CALDAROLA, DEBORA
Dipartimento di Automatica e Informatica
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Risultati 1 - 9 di 9 (tempo di esecuzione: 0.018 secondi).
Accelerating Federated Learning via Sequential Training of Grouped Heterogeneous Clients
2024 Silvi, Andrea; Rizzardi, Andrea; Caldarola, Debora; Caputo, Barbara; Ciccone, Marco
Advancing Generalization in Heterogeneous Federated Learning for Real-world Vision Applications
2024 Caldarola, Debora
Collaborative Visual Place Recognition through Federated Learning
2024 Dutto, Mattia; Berton, Gabriele; Caldarola, Debora; Fani, Eros; Trivigno, Gabriele; Masone, Carlo
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning
2023 Shenaj, Donald; Fani, Eros; Toldo, Marco; Caldarola, Debora; Tavera, Antonio; Michieli, Umberto; Ciccone, Marco; Zanuttigh, Pietro; Caputo, Barbara
Window-based Model Averaging Improves Generalization in Heterogeneous Federated Learning
2023 Caldarola, Debora; Caputo, Barbara; Ciccone, Marco
FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving
2022 Fantauzzo, Lidia; Fani', Eros; Caldarola, Debora; Tavera, Antonio; Cermelli, Fabio; Ciccone, Marco; Caputo, Barbara
Improving Generalization in Federated Learning by Seeking Flat Minima
2022 Caldarola, Debora; Caputo, Barbara; Ciccone, Marco
Speeding up Heterogeneous Federated Learning with Sequentially Trained Superclients
2022 Zaccone, Riccardo; Rizzardi, Andrea; Caldarola, Debora; Ciccone, Marco; Caputo, Barbara
Cluster-driven Graph Federated Learning over Multiple Domains
2021 Caldarola, Debora; Mancini, Massimiliano; Galasso, Fabio; Ciccone, Marco; Rodolà, Emanuele; Caputo, Barbara
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Accelerating Federated Learning via Sequential Training of Grouped Heterogeneous Clients / Silvi, Andrea; Rizzardi, Andrea; Caldarola, Debora; Caputo, Barbara; Ciccone, Marco. - In: IEEE ACCESS. - ISSN 2169-3536. - 12:(2024), pp. 57043-57058. [10.1109/ACCESS.2024.3387453] | 1-gen-2024 | Caldarola, DeboraCaputo, BarbaraCiccone, Marco + | FedSeq___IEEE_Open_Access___Main_manuscript (1).pdf; Accelerating_Federated_Learning_via_Sequential_Training_of_Grouped_Heterogeneous_Clients.pdf |
| Advancing Generalization in Heterogeneous Federated Learning for Real-world Vision Applications / Caldarola, Debora. - (2024 Nov 26), pp. 1-310. | 26-nov-2024 | CALDAROLA, DEBORA | conv_phd_thesis.pdf; conv_phd_thesis_summary.pdf |
| Collaborative Visual Place Recognition through Federated Learning / Dutto, M., Berton, G., Caldarola, D., Fani, E., Trivigno, G., Masone, C.. - (2024), pp. 4215-4225. (IEEE / CVF Computer Vision and Pattern Recognition Conference Workshop Seattle (USA) 17-18 June 2024) [10.1109/CVPRW63382.2024.00425]. | 1-gen-2024 | Dutto, MattiaBerton, GabrieleCaldarola, DeboraFani, ErosTrivigno, GabrieleMasone, Carlo | Dutto_Collaborative_Visual_Place_Recognition_through_Federated_Learning_CVPRW_2024_paper.pdf; Collaborative_Visual_Place_Recognition_through_Federated_Learning.pdf |
| Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning / Shenaj, D., Fani, E., Toldo, M., Caldarola, D., Tavera, A., Michieli, U., Ciccone, M., Zanuttigh, P., Caputo, B.. - (2023), pp. 444-454. (IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Waikoloa, Hawaii (USA) 02-07 January 2023) [10.1109/WACV56688.2023.00052]. | 1-gen-2023 | Fani,ErosCaldarola,DeboraTavera,AntonioCiccone,MarcoCaputo,Barbara + | Learning_Across_Domains_and_Devices_Style-Driven_Source-Free_Domain_Adaptation_in_Clustered_Federated_Learning.pdf; 2210.02326_compressed.pdf |
| Window-based Model Averaging Improves Generalization in Heterogeneous Federated Learning / Caldarola, D., Caputo, B., Ciccone, M.. - ELETTRONICO. - (2023), pp. 2255-2263. (International Conference on Computer Vision Workshop 2023 Parigi (FR) 02-06 October 2023) [10.1109/ICCVW60793.2023.00240]. | 1-gen-2023 | Caldarola, DeboraCaputo, BarbaraCiccone, Marco | Caldarola_Window-Based_Model_Averaging_Improves_Generalization_in_Heterogeneous_Federated_Learning_ICCVW_2023_paper.pdf; Window-based_Model_Averaging_Improves_Generalization_in_Heterogeneous_Federated_Learning.pdf |
| FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving / Fantauzzo, L., Fani', E., Caldarola, D., Tavera, A., Cermelli, F., Ciccone, M., Caputo, B.. - (2022), pp. 11504-11511. (2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022) Kyoto (JPN) 23-27 October 2022) [10.1109/IROS47612.2022.9981098]. | 1-gen-2022 | Fantauzzo,LidiaFani',ErosCaldarola,DeboraTavera,AntonioCermelli,FabioCiccone,MarcoCaputo,Barbara | FedDrive__Generalizing_Federated_Learning_to_Semantic_Segmentation_in_Autonomous_Driving.pdf; FedDrive_Generalizing_Federated_Learning_to_Semantic_Segmentation_in_Autonomous_Driving.pdf |
| Improving Generalization in Federated Learning by Seeking Flat Minima / Caldarola, Debora; Caputo, Barbara; Ciccone, Marco. - XXIII:(2022), pp. 654-672. ( Computer Vision–ECCV 2022: 17th European Conference Tel Aviv 23-27 Ottobre 2022) [10.1007/978-3-031-20050-2_38]. | 1-gen-2022 | Caldarola,DeboraCaputo,BarbaraCiccone,Marco | 2203.11834.pdf; 978-3-031-20050-2_38.pdf |
| Speeding up Heterogeneous Federated Learning with Sequentially Trained Superclients / Zaccone, R., Rizzardi, A., Caldarola, D., Ciccone, M., Caputo, B.. - (2022), pp. 3376-3382. (26th International Conference on Pattern Recognition (ICPR) Montréal, Québec (Canada) 21-25 August 2022) [10.1109/ICPR56361.2022.9956084]. | 1-gen-2022 | Riccardo ZacconeDebora CaldarolaMarco CicconeBarbara Caputo + | 2201.10899.pdf; Speeding_up_Heterogeneous_Federated_Learning_with_Sequentially_Trained_Superclients.pdf |
| Cluster-driven Graph Federated Learning over Multiple Domains / Caldarola, D., Mancini, M., Galasso, F., Ciccone, M., Rodolà, E., Caputo, B.. - ELETTRONICO. - (2021), pp. 2743-2752. (Workshop Learning from Limited and Imperfect Data in IEEE Conference on Computer Vision and Pattern Recognition Nashville, TN (USA) 19-25 June 2021) [10.1109/CVPRW53098.2021.00309]. | 1-gen-2021 | Debora CaldarolaMarco CicconeBarbara Caputo + | Cluster-driven_Graph_Federated_Learning_over_Multiple_Domains_LLID21.pdf; Cluster-driven_Graph_Federated_Learning_over_Multiple_Domains.pdf |