Research

@inproceedings{Tavera_2022_CVPR,

title = {Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial Images},

author = {Antonio Tavera and Edoardo Arnaudo and Carlo Masone and Barbara Caputo},

year  = {2022},

date = {2022-06-01},

booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},

pages = {1656-1665},

keywords = {Agriculture, Computer Science - Computer Vision and Pattern Recognition, Semantic segmentation},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Cermelli_2022_CVPR,

title = {Incremental Learning in Semantic Segmentation From Image Labels},

author = {Fabio Cermelli and Dario Fontanel and Antonio Tavera and Marco Ciccone and Barbara Caputo},

year  = {2022},

date = {2022-06-01},

booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},

pages = {4371-4381},

keywords = {Computer Science - Computer Vision and Pattern Recognition, Incremental learning, Semantic segmentation},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Berton_2022_cosPlace,

title = {Rethinking Visual Geo-localization for Large-Scale Applications},

author = {Gabriele Berton and Carlo Masone and Barbara Caputo},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},

keywords = {Computer Science - Computer Vision and Pattern Recognition, Geolocalization, Visual Place recognition},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Berton_2022_benchmark,

title = {Deep Visual Geo-localization Benchmark},

author = {Gabriele Berton and Riccardo Mereu and Gabriele Trivigno and Carlo Masone and Gabriela Csurka and Torsten Sattler and Barbara Caputo},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},

keywords = {Computer Science - Computer Vision and Pattern Recognition, Geolocalization, Visual Place recognition},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{caldarola2021cluster,

title = {Cluster-driven Graph Federated Learning over Multiple Domains},

author = {Debora Caldarola and Massimiliano Mancini and Fabio Galasso and Marco Ciccone and Emanuele Rodolà and Barbara Caputo},

year  = {2021},

date = {2021-01-01},

booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},

pages = {2749--2758},

keywords = {Computer Science - Computer Vision and Pattern Recognition, Federated Learning},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{fontanel2021detecting,

title = {Detecting Anomalies in Semantic Segmentation with Prototypes},

author = {Dario Fontanel and Fabio Cermelli and Massimiliano Mancini and Barbara Caputo},

year  = {2021},

date = {2021-01-01},

booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},

pages = {113--121},

keywords = {Anomaly detection, Computer Science - Computer Vision and Pattern Recognition, Semantic segmentation},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{cermelli2020modeling,

title = {Modeling the Background for Incremental Learning in Semantic Segmentation},

author = {Fabio Cermelli and Massimiliano Mancini and Samuel Rota Bulò and Elisa Ricci and Barbara Caputo},

year  = {2020},

date = {2020-06-01},

booktitle = {Computer Vision and Pattern Recognition (CVPR)},

keywords = {Computer Science - Computer Vision and Pattern Recognition, Incremental learning, Semantic segmentation},

pubstate = {published},

tppubtype = {inproceedings}

}