Research

@inproceedings{shenaj2023learning,

title = {Learning across domains and devices: Style-driven source-free domain adaptation in clustered federated learning},

author = {Donald Shenaj and Eros Fan`i and Marco Toldo and Debora Caldarola and Antonio Tavera and Umberto Michieli and Marco Ciccone and Pietro Zanuttigh and Barbara Caputo},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision},

pages = {444--454},

keywords = {Autonomous driving, CVF Winter Conference on Applications of Computer Vision, Federated Learning},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{fantauzzo2022feddrive,

title = {FedDrive: Generalizing federated learning to semantic segmentation in autonomous driving},

author = {Lidia Fantauzzo and Eros Fan`ı and Debora Caldarola and Antonio Tavera and Fabio Cermelli and Marco Ciccone and Barbara Caputo},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

booktitle = {2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},

pages = {11504–11511},

organization = {IEEE},

keywords = {Autonomous driving, Federated Learning, Semantic segmentation},

pubstate = {published},

tppubtype = {inproceedings}

}