Elenco Pubblicazioni - Publications (1545)
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…
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…
News
- Prof. Mario Innocenti, Dipartimento di Ingegneria dell’Informazione (retired), Università di Pisa, "Analysis and Control of Dynamical Systems: a State Space Approach", 10-13 June 2025
- Assistant Professor Xiaomeng Li, Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, "Deep Learning for Medical Image Analysis", 21-23, 28 July 2025
- Modifica Lezione - Dr. Adrian Wallwork, "Academic English: Writing and Presenting WITH the support of LLMs", 6,7,11,13,18,20,25,27 March 2025
- Prof. Sajal K. Das, Missouri University of Science and Technology Rolla, MO, USA, "Secure and Resilient Cyber-Physical Systems for Smart Living", 12-15 May 2025
- MODIFICA DATE CORSO - Prof. Nicola Tonellotto, University of Pisa – Italy, PhD. Guglielmo Faggioli, Università degli Studi di Padova - Italy, "Privacy Preserving Information Access", 19-23 May 2025
