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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
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
FedDrive v2: an Analysis of the Impact of Label Skewness in Federated Semantic Segmentation for Autonomous Driving
In corso di stampa Fani', Eros; Ciccone, Marco; Caputo, Barbara
Collaborative Visual Place Recognition through Federated Learning
In corso di stampa Dutto, Mattia; Berton, Gabriele; Caldarola, Debora; Fani, Eros; Trivigno, Gabriele; Masone, Carlo
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving / Fantauzzo, Lidia; Fani', Eros; Caldarola, Debora; Tavera, Antonio; Cermelli, Fabio; Ciccone, Marco; Caputo, Barbara. - (2022), pp. 11504-11511. (Intervento presentato al convegno 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022) tenutosi a Kyoto (JPN) nel 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 |
| Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning / Shenaj, Donald; Fani, Eros; Toldo, Marco; Caldarola, Debora; Tavera, Antonio; Michieli, Umberto; Ciccone, Marco; Zanuttigh, Pietro; Caputo, Barbara. - (2023), pp. 444-454. (Intervento presentato al convegno IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) tenutosi a Waikoloa, Hawaii (USA) nel 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 |
| FedDrive v2: an Analysis of the Impact of Label Skewness in Federated Semantic Segmentation for Autonomous Driving / Fani', Eros; Ciccone, Marco; Caputo, Barbara. - ELETTRONICO. - 1:(In corso di stampa), pp. 1-4. (Intervento presentato al convegno Italian Institute of Robotics and Intelligent Machines (2023 I-RIM Conference) tenutosi a Roma nel 20-22 ottobre 2023). | In corso di stampa | Eros Fani'Marco CicconeBarbara Caputo | 2309.13336.pdf |
| Collaborative Visual Place Recognition through Federated Learning / Dutto, Mattia; Berton, Gabriele; Caldarola, Debora; Fani, Eros; Trivigno, Gabriele; Masone, Carlo. - (In corso di stampa). (Intervento presentato al convegno IEEE / CVF Computer Vision and Pattern Recognition Conference Workshop tenutosi a Seattle (USA)). | In corso di stampa | Dutto,MattiaBerton,GabrieleCaldarola,DeboraFani,ErosTrivigno,GabrieleMasone,Carlo | - |