Elenco Pubblicazioni - Publications (1524)
Improving the Efficiency of Software-Based Fault Protection Mechanisms with HUSTLE
Written by NICOLA FERRANTE
Authors: N. Ferrante, L. Fanucci, F. Rossi, F. Terrosi, A. Bondavalli ABSTRACT To achieve confidence in safety-critical systems, requires among others to meet high requirements on online testing of computer systems, as dictated by safety standards…
From Covid-19 detection to cancer grading: how AI is boosting clinical diagnostics and may improve treatment
Written by GIANLUCA CARLONI
A. Berti, R. Buongiorno, G. Carloni, et al., 4th National Conference on Artificial Intelligence, CINI Labs AIIS, May 2024.
S. Colantonio, A. Berti, G. Carloni et al. 32nd Symposium On Advanced Database Systems (SEBD) 2024, May 2024.
CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarning
Written by GIANLUCA CARLONI
Deep learning image classifiers often struggle with domain shift, leading to significant performance degradation in real-world applications. In this paper, we introduce our CROCODILE framework, showing how tools from causality can foster a model’s robustness to domain…
CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarning
Written by GIANLUCA CARLONI
Deep learning image classifiers often struggle with domain shift, leading to significant performance degradation in real-world applications. In this paper, we introduce our CROCODILE framework, showing how tools from causality can foster a model’s robustness to domain…
