2022
Cermelli, Fabio; Fontanel, Dario; Tavera, Antonio; Ciccone, Marco; Caputo, Barbara
Incremental Learning in Semantic Segmentation From Image Labels Proceedings Article
In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 4371-4381, 2022.
BibTeX | Tags: Computer Science – Computer Vision and Pattern Recognition, Incremental learning, Semantic segmentation
@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}
}
Arnaudo, Edoardo; Cermelli, Fabio; Tavera, Antonio; Rossi, Claudio; Caputo, Barbara
A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images Proceedings Article
In: Sclaroff, Stan; Distante, Cosimo; Leo, Marco; Farinella, Giovanni M; Tombari, Federico (Ed.): Image Analysis and Processing — ICIAP 2022, pp. 742–754, Springer International Publishing, Cham, 2022, ISBN: 978-3-031-06430-2.
BibTeX | Tags: Image Analysis and Processing, Incremental learning, Semantic segmentation
@inproceedings{10.1007/978-3-031-06430-2_62,
title = {A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images},
author = {Edoardo Arnaudo and Fabio Cermelli and Antonio Tavera and Claudio Rossi and Barbara Caputo},
editor = {Stan Sclaroff and Cosimo Distante and Marco Leo and Giovanni M Farinella and Federico Tombari},
isbn = {978-3-031-06430-2},
year = {2022},
date = {2022-01-01},
booktitle = {Image Analysis and Processing -- ICIAP 2022},
pages = {742--754},
publisher = {Springer International Publishing},
address = {Cham},
keywords = {Image Analysis and Processing, Incremental learning, Semantic segmentation},
pubstate = {published},
tppubtype = {inproceedings}
}
2021
Cermelli, Fabio; Fontanel, Dario; Tavera, Antonio; Ciccone, Marco; Caputo, Barbara
Incremental Learning in Semantic Segmentation from Image Labels Journal Article
In: arXiv preprint arXiv:2112.01882, 2021.
BibTeX | Tags: Incremental learning, Semantic segmentation
@article{cermelli2021incrementalb,
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 = {2021},
date = {2021-01-01},
journal = {arXiv preprint arXiv:2112.01882},
keywords = {Incremental learning, Semantic segmentation},
pubstate = {published},
tppubtype = {article}
}
2020
Cermelli, Fabio; Mancini, Massimiliano; Bulò, Samuel Rota; Ricci, Elisa; Caputo, Barbara
Modeling the Background for Incremental Learning in Semantic Segmentation Proceedings Article
In: Computer Vision and Pattern Recognition (CVPR), 2020.
BibTeX | Tags: Computer Science – Computer Vision and Pattern Recognition, Incremental learning, Semantic segmentation
@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}
}