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Detecting the unknown in Object Detection


Aug 24, 2022
Dario Fontanel, Matteo Tarantino, Fabio Cermelli, Barbara Caputo


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Modeling Missing Annotations for Incremental Learning in Object Detection


Apr 21, 2022
Fabio Cermelli, Antonino Geraci, Dario Fontanel, Barbara Caputo

* Accepted in CVPR-Workshop (CLVISION) 2022 

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Incremental Learning in Semantic Segmentation from Image Labels


Dec 03, 2021
Fabio Cermelli, Dario Fontanel, Antonio Tavera, Marco Ciccone, Barbara Caputo


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On the Challenges of Open World Recognitionunder Shifting Visual Domains


Jul 09, 2021
Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo

* RAL/ICRA 2021 

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Detecting Anomalies in Semantic Segmentation with Prototypes


Jun 01, 2021
Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo

* SAIAD CVPR21 Workshop 

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Boosting Deep Open World Recognition by Clustering


Apr 20, 2020
Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo

* This work has been submitted to IROS/RAL 2020 

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