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Fabio Cermelli
Fabio Cermelli
CTO@ FocoosAI, Former PhD student @ Politecnico di Torino
Verified email at polito.it - Homepage
Title
Cited by
Cited by
Year
Modeling the background for incremental learning in semantic segmentation
F Cermelli, M Mancini, SR Bulo, E Ricci, B Caputo
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
2672020
A closer look at self-training for zero-label semantic segmentation
G Pastore, F Cermelli, Y Xian, M Mancini, Z Akata, B Caputo
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
532021
Incremental learning in semantic segmentation from image labels
F Cermelli, D Fontanel, A Tavera, M Ciccone, B Caputo
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
422022
Prototype-based Incremental Few-Shot Segmentation
F Cermelli, M Mancini, Y Xian, Z Akata, B Caputo
British Machine Vision Conference (BMVC 2021), 2021
42*2021
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
402022
Boosting deep open world recognition by clustering
D Fontanel, F Cermelli, M Mancini, SR Bulo, E Ricci, B Caputo
IEEE Robotics and Automation Letters 5 (4), 5985-5992, 2020
262020
Modeling missing annotations for incremental learning in object detection
F Cermelli, A Geraci, D Fontanel, B Caputo
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
232022
Pixel-by-pixel cross-domain alignment for few-shot semantic segmentation
A Tavera, F Cermelli, C Masone, B Caputo
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022
212022
Unmasking Anomalies in Road-Scene Segmentation
S Nandan Rai, F Cermelli, D Fontanel, C Masone, B Caputo
arXiv e-prints, arXiv: 2307.13316, 2023
14*2023
Comformer: Continual learning in semantic and panoptic segmentation
F Cermelli, M Cord, A Douillard
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
142023
Detecting anomalies in semantic segmentation with prototypes
D Fontanel, F Cermelli, M Mancini, B Caputo
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
122021
Modeling the background for incremental and weakly-supervised semantic segmentation
F Cermelli, M Mancini, SR Bulo, E Ricci, B Caputo
IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (12 …, 2021
112021
A contrastive distillation approach for incremental semantic segmentation in aerial images
E Arnaudo, F Cermelli, A Tavera, C Rossi, B Caputo
International Conference on Image Analysis and Processing, 742-754, 2022
92022
Detecting the unknown in object detection
D Fontanel, M Tarantino, F Cermelli, B Caputo
arXiv preprint arXiv:2208.11641, 2022
62022
T4T: Tangible interface for tuning 3D object manipulation tools
A Cannavo, F Cermelli, V Chiaramida, G Ciccone, F Lamberti, ...
2017 IEEE Symposium on 3D User Interfaces (3DUI), 266-267, 2017
62017
Discovering latent domains for unsupervised domain adaptation through consistency
M Mancini, L Porzi, F Cermelli, B Caputo
Image Analysis and Processing–ICIAP 2019: 20th International Conference …, 2019
52019
The rgb-d triathlon: Towards agile visual toolboxes for robots
F Cermelli, M Mancini, E Ricci, B Caputo
2019 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2019
42019
Pem: Prototype-based efficient maskformer for image segmentation
N Cavagnero, G Rosi, C Cuttano, F Pistilli, M Ciccone, G Averta, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
32024
On the challenges of open world recognition under shifting visual domains
D Fontanel, F Cermelli, M Mancini, B Caputo
IEEE Robotics and Automation Letters 6 (2), 604-611, 2020
22020
The revenge of BiSeNet: Efficient Multi-Task Image Segmentation
G Rosi, C Cuttano, N Cavagnero, G Averta, F Cermelli
arXiv preprint arXiv:2404.09570, 2024
12024
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Articles 1–20