Elenco Pubblicazioni - Publications (1446)
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…
The aim of this paper is threefold. We inform the AI practitioner about the human visual system with an extensive literature review; we propose a novel biologically motivated neural network for image classification; and, finally,…
The aim of this paper is threefold. We inform the AI practitioner about the human visual system with an extensive literature review; we propose a novel biologically motivated neural network for image classification; and, finally,…
Berti A., et al. "A survey on good AI: User-Centric AI Design in Healthcare"
Written by ANDREA BERTI
Conferenza: Italian Workshop on Neural Networks (WIRN) 2024 Date: 05-07/06/2024 Autori: Andrea Berti (1,2), Valentina Giannini (3,4), Simone Mazzetti (3), Maria Antonietta Pascali (2), Daniele Regge (3), Sara Colantonio (2) Affiliazioni: 1) Department of Information Engineering,…
Berti A., et al. "An explainable-by-design end-to-end AI framework based on prototypical part learning for lesion detection and classification in DBT images"
Written by ANDREA BERTI
Journal: Computer Methods and Programs in Biomedicine Autori: Andrea Berti (a, b, c), Camilla Scapicchio (b, d), Chiara Iacconi (e), Charlotte Marguerite Lucille Trombadori (f), Maria Evelina Fantacci (b, d), Alessandra Retico (b), Sara Colantonio (a)…
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- 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
- Dario Sabella, IEEE Senior Member - ITALY, "Edge Computing technology toward 6G: applications, open-source and role of AI", 27-30 January 2025
- Prof. Martina Brofiga, University of Genova - Italy, "Innovations in In vitro Neuronal Engineering: bridging biology and technology", 2-5 September 2025
- Dr. Emanuele Tavanti, Assistant Professor – DII (University of Pisa), "Regularization methods for ill-posed/ill-conditioned problems", 12-16 May 2025
