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Eros Fanì
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Feddrive: Generalizing federated learning to semantic segmentation in autonomous driving
L Fantauzzo, E Fanì, D Caldarola, A Tavera, F Cermelli, M Ciccone, ...
2022 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2022
352022
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, M Ciccone, ...
Proceedings of the IEEE/CVF winter conference on applications of computer …, 2023
252023
FedDrive v2: an Analysis of the Impact of Label Skewness in Federated Semantic Segmentation for Autonomous Driving
E Fanì, M Ciccone, B Caputo
arXiv preprint arXiv:2309.13336, 2023
22023
Collaborative Visual Place Recognition through Federated Learning
M Dutto, G Berton, D Caldarola, E Fanì, G Trivigno, C Masone
arXiv preprint arXiv:2404.13324, 2024
2024
Fed3R: Recursive Ridge Regression for Federated Learning with strong pre-trained models
E Fanì, R Camoriano, B Caputo, M Ciccone
International Workshop on Federated Learning in the Age of Foundation Models …, 2023
2023
On the Challenges of Class Imbalance in Federated Learning for Semantic Segmentation
E Fani
Politecnico di Torino, 2021
2021
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, ...
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