Следене
Fabio Cermelli
Fabio Cermelli
CTO@ FocoosAI, Former PhD student @ Politecnico di Torino
Потвърден имейл адрес: polito.it - Начална страница
Заглавие
Позовавания
Позовавания
Година
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
2462020
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
492021
Prototype-based Incremental Few-Shot Segmentation
F Cermelli, M Mancini, Y Xian, Z Akata, B Caputo
British Machine Vision Conference (BMVC 2021), 2021
40*2021
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
392022
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
302022
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
202022
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
162022
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
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
112023
Unmasking Anomalies in Road-Scene Segmentation
S Nandan Rai, F Cermelli, D Fontanel, C Masone, B Caputo
arXiv e-prints, arXiv: 2307.13316, 2023
9*2023
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
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
72021
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
Detecting the unknown in object detection
D Fontanel, M Tarantino, F Cermelli, B Caputo
arXiv preprint arXiv:2208.11641, 2022
52022
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
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
PEM: Prototype-based Efficient MaskFormer for Image Segmentation
N Cavagnero, G Rosi, C Ruttano, F Pistilli, M Ciccone, G Averta, ...
arXiv preprint arXiv:2402.19422, 2024
2024
Mask2Anomaly: Mask Transformer for Universal Open-set Segmentation
SN Rai, F Cermelli, B Caputo, C Masone
arXiv preprint arXiv:2309.04573, 2023
2023
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