@article{mancini2019discovering,
title={Discovering Latent Domains for Unsupervised Domain Adaptation Through Consistency},
author={Mancini, Massimiliano and Porzi, Lorenzo and Cermelli, Fabio and Caputo, Barbara},
booktitle = {International Conference on Image Analysis and Processing (ICIAP)},
year = {2019},
month = {September}
}
@article{cermelli2019rgb,
title={The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots},
author={Cermelli, Fabio and Mancini, Massimiliano and Ricci, Elisa and Caputo, Barbara},
booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
year = {2019},
month = {November}
}
@inProceedings{cermelli2020modeling,
author = {Cermelli, Fabio and Mancini, Massimiliano and Rota Bul`o, Samuel and Ricci, Elisa and Caputo,
Barbara},
title = {Modeling the Background for Incremental Learning in Semantic Segmentation},
booktitle = {Computer Vision and Pattern Recognition (CVPR)},
year = {2020},
month = {June}
}
@inProceedings{fontanel2020boosting,
author = {Fontanel, Dario and Cermelli, Fabio, and Mancini, Massimiliano and Rota Bul`o, Samuel and Ricci, Elisa and Caputo, Barbara},
title = {Boosting Deep Open World Recognition by Clustering},
booktitle = {IEEE Robotics and Automation Letters},
year = {2020},
month = {July}
}
@inProceedings{fontanel2020on,
author = {Cermelli, Fabio and Mancini, Massimiliano and Caputo, Barbara},
title = {On the Challenges of Open World Recognition under Shifting Visual Domainsn},
booktitle = {IEEE Robotics and Automation Letters},
year = {2020},
}
@inProceedings{pastore2021closer,
author = {Pastore, Giuseppe and Cermelli, Fabio and Xian, Yongqin and Mancini, Massimiliano and Akata, Zeynep and Caputo, Barbara},
title = {A Closer Look at Self-training for Zero-Label Semantic Segmentation},
booktitle = {Computer Vision and Pattern Recognition (CVPR) - L2ID Workshop},
year = {2021},
month = {June}
}
@inProceedings{fontanel2021detecting,
author = {Fontanel, Dario and Cermelli, Fabio and Mancini, Massimiliano Caputo, Barbara},
title = {Detecting Anomalies in Semantic Segmentation with Prototypes},
booktitle = {Computer Vision and Pattern Recognition (CVPR) - SAIAD Workshop},
year = {2021},
month = {June}
}
@inProceedings{cermelli2021prototype,
author = {Cermelli, Fabio and Mancini, Massimiliano and Xian, Yongqin and Akata, Zeynep and Caputo,
Barbara},
title = {Prototype-based Incremental Few-Shot Segmentation},
booktitle = {British Machine Vision Conference},
year = {2021},
month = {November}
}
@inProceedings{tavera2022Pixel,
author = {Tavera, Antonio and Cermelli, Fabio and Masone, Carlo and Caputo,
Barbara},
title = {Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation},
booktitle = {Winter Conference on Applications of Computer Vision},
year = {2022},
month = {January}
}
@InProceedings{cermelli2022incremental, title={Incremental Learning in Semantic Segmentation from Image Labels}, author={Fabio Cermelli, Dario Fontanel, Antonio Tavera, Marco Ciccone, Barbara Caputo}, booktitle={Proceedings of the IEEE/CVF Computer Vision and Patter Recognition Conference (CVPR)}, month={June}, year={2022} }
@InProceedings{cermelli2022modeling, title={Modeling Missing Annotations for Incremental Learning in Object Detection}, author={Fabio Cermelli, Antonino Geraci, Dario Fontanel, Barbara Caputo}, booktitle={In Proceedings of the IEEE/CVF Computer Vision and Patter Recognition Conference (CVPR), CLVISION workshop}, month={June}, year={2022} }