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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
532022
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, ...
Proceedings of the IEEE/CVF winter conference on applications of computer …, 2023
312023
Feddrive v2: an analysis of the impact of label skewness in federated semantic segmentation for autonomous driving
E Fanì, M Ciccone, B Caputo
5th Italian Conference on Robotics and Intelligent Machines (I-RIM), 2023., 2023
32023
Collaborative Visual Place Recognition through Federated Learning
M Dutto, G Berton, D Caldarola, E Fanì, G Trivigno, C Masone
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
12024
Accelerating Heterogeneous Federated Learning with Closed-form Classifiers
E Fanì, R Camoriano, B Caputo, M Ciccone
Proceedings of the International Conference on Machine Learning 2024 (ICML24), 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
Supplementary Material 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, ...
2022
On the Challenges of Class Imbalance in Federated Learning for Semantic Segmentation
E Fanì
Politecnico di Torino, 2021
2021
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