Inserire una breve descrizione delle modifiche fatte
(Richiesto)
Minor changes are by default collapsed in the page history.
No changes
The page does not exist yet.
Failed to load changes
Version by on
Leave Collaboration
Are you sure you want to leave the realtime collaboration and continue editing alone? The changes you save while editing alone will lead to merge conflicts with the changes auto-saved by the realtime editing session.
Position Paper: On the Role of Abductive Reasoning in Semantic Image Segmentation
Agostino Dovier, Angelo Montanari, Andrea Orlandini (a cura di)
AIxIA 2022 Discussion Papers, capitolo 9, pp. 75–84
CEUR Workshop Proceedings (AIxIA Series) 3419
Sun SITE Central Europe, RWTH Aachen University, Aachen, Germany
giugno 2023
This position paper provides insights aiming at resolving the most pressing needs and issues of computer vision algorithms. Specifically, these problems relate to the scarcity of data, the inability of such algorithms to adapt to never-seen-before conditions, and the challenge of developing explainable and trustworthy algorithms. This work proposes the incorporation of reasoning systems, and in particular of abductive reasoning, into image segmentation algorithms as a potential solution to the aforementioned issues.
parole chiaveneuro-symbolic, abductive reasoning, semantic segmentation, XAI
Proceedings of the Discussion Papers – 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022 DP), co-located with 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022) – Udine, Italy, November 28–December 2, 2022
On the role of abductive reasoning in semantic image segmentation (AIxIA 2022, 02/12/2022) — Andrea Rafanelli (Andrea Rafanelli, Stefania Costantini, Andrea Omicini)
CEUR Workshop Proceedings (CEUR-WS.org)
EXPECTATION — Personalized Explainable Artificial Intelligence for decentralized agents with heterogeneous knowledge (01/04/2021–31/03/2024)