FABIO CERMELLI

Most recent publications

Tavera, Antonio; Cermelli, Fabio; Masone, Carlo; Caputo, Barbara (In stampa)
Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation. In: 2022 IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii, 04/01/2022-08/01/2022
Pastore, Giuseppe; Cermelli, Fabio; Xian, Yongqin; Mancini, Massimiliano; Akata, Zeynep; ... (2021)
A Closer Look at Self-training for Zero-Label Semantic Segmentation. In: Learning from Limited and Imperfect Data (L2ID) Workshop & Challenges, pp. 2693-2702 Download fulltext
Fontanel, Dario; Cermelli, Fabio; Massimiliano, Mancini; Caputo, Barbara (2021)
Detecting Anomalies in Semantic Segmentation with Prototypes. In: Safe Artificial Intelligence for Automated Driving (SAIAD) CVPRW, Virtual, 19/06/2021. ISSN 2160-7508
Fontanel, Dario; Cermelli, Fabio; Mancini, Massimiliano; Caputo, Barbara (2021)
On the Challenges of Open World Recognition Under Shifting Visual Domains. In: IEEE International Conference on Robotics and Automation, Xi’an, 30/05/2021 - 05/06/2021, pp. 604-611 Download fulltext
Fontanel, D.; Cermelli, F.; Mancini, M.; Caputo, B. (2021)
On the Challenges of Open World Recognition under Shifting Visual Domains. In: IEEE ROBOTICS AND AUTOMATION LETTERS, vol. 6, pp. 604-611. ISSN 2377-3766
Fontanel, Dario; Cermelli, Fabio; Mancini, Massimiliano; Rota Bulò, Samuel; Ricci, ... (2020)
Boosting Deep Open World Recognition by Clustering. In: International Conference on Intelligent Robots and Systems 2020, Las Vegas, NV, USA, October 25-29, 2020. ISSN 2153-0858 Download fulltext
Fontanel, Dario; Cermelli, Fabio; Mancini, Massimiliano; Rota Bulò, Samuel; Ricci, ... (2020)
Boosting Deep Open World Recognition by Clustering. In: IEEE ROBOTICS AND AUTOMATION LETTERS, vol. 5, pp. 5985-5992. ISSN 2377-3766 Download fulltext
Cermelli, Fabio; Mancini, Massimiliano; Rota Bulò, Samuel; Ricci, Elisa; Caputo, Barbara (2020)
Modeling the Background for Incremental Learning in Semantic Segmentation. In: The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020, Seattle (USA), June 14-19 2020, pp. 9230-9239 Download fulltext
Cermelli, Fabio; Mancini, Massimiliano; Ricci, Elisa; Caputo, Barbara (2019)
The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots. In: 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), MACAU, CHINA, 3-8 Nov. 2019, pp. 6097-6104 Download fulltext
Mancini, Massimiliano; Porzi, Lorenzo; Cermelli, Fabio; Caputo, Barbara (2019)
Discovering Latent Domains for Unsupervised Domain Adaptation Through Consistency. In: International Conference on Image Analysis and Processing, pp. 390-401
Cannavo', Alberto; Cermelli, Fabio; Chiaramida, Vincenzo; Ciccone, Giovanni; Lamberti, ... (2017)
T4T: Tangible interface for tuning 3D object manipulation tools. In: IEEE Symposium on 3D User Interfaces 2017 (IEEE 3DUI 2017), Los Angeles, CA, USA, March 18-19, 2017, pp. 266-267. ISBN: 978-150906716-9
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