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 | 53 | 2022 |
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 | 31 | 2023 |
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 | 3 | 2023 |
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 | 1 | 2024 |
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 |