Foto del docente

Davide Maltoni

Full Professor

Department of Computer Science and Engineering

Academic discipline: IINF-05/A Information Processing Systems

Publications

Coordination of a Research Project: Einstein (Horizon Europe).

Pellegrini, Lorenzo; Cozzolino, Davide; Pandolfini, Serafino; Maltoni, Davide; Ferrara, Matteo; Verdoliva, Luisa; Prati, Marco; Ramilli, Marco, AI-GenBench: A New Ongoing Benchmark for AI-Generated Image Detection, in: Proceedings of the International Joint Conference on Neural Networks, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 1 - 9 (atti di: 2025 International Joint Conference on Neural Networks, IJCNN 2025, Pontifical Gregorian University, ita, 2025) [Contribution to conference proceedings]

Elatfi, Osama; Di Domenico, Nicolò; Borghi, Guido; Franco, Annalisa; Maltoni, Davide, BioGaze: a Framework for Evaluating the Photographic Requirements of the ISO/IEC 39794-5 Standard, in: 2025 IEEE 19th International Conference on Automatic Face and Gesture Recognition, FG 2025, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 1 - 10 (atti di: 19th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2025, USA, 2025) [Contribution to conference proceedings]

Scucchia, Matteo; Maltoni, Davide, Continual Learning of Regions for Efficient Robot Localization on Large Maps, «IEEE TRANSACTIONS ON ROBOTICS», 2025, 41, pp. 6024 - 6043 [Scientific article]Open Access

Moretti, M. E.; Broggi, M.; Schiariti, M.; Restelli, F.; Barbieri, E. M.; Fontanella, M. M.; Maltoni, D.; Fioravanti, A.; Zoia, C.; Montalbetti, A.; Leonardi, M.; Camarda, G.; Soldini, E.; Maresca, L.; Mattioli, L.; Ciocca, R.; Boccardi, E.; Dimeco, F.; Ferroli, P., Evaluation of Presurgical Outcome Predictors in Oncological Neurosurgery, «WORLD NEUROSURGERY», 2025, 204, pp. 1 - 8 [Scientific article]Open Access

Scucchia, Matteo; Arranz, Paula; Ferrara, Matteo; Maltoni, Davide, From Gaming to Research: GTA V for Synthetic Data Generation for Robotics and Navigations, in: 2025 7th International Conference on Robotics and Computer Vision (ICRCV), 2025, pp. 187 - 196 (atti di: International Conference on Robotics and Computer Vision (ICRCV), Hong Kong, Ottobre 24-26 2025) [Contribution to conference proceedings]

Di Domenico, N.; Borghi, G.; Franco, A.; Maltoni, D., Improving Accomplice Detection in the Morphing Attack, «MACHINE INTELLIGENCE RESEARCH», 2025, 22, pp. 484 - 498 [Scientific article]

Maltoni, Davide; Pellegrini, Lorenzo; Scucchia, Matteo, The Design Principles of Gen-AI Algorithms, in: The Cyber-Creativity Process, Cham, Palgrave Macmillan, 2025, pp. 33 - 69 [Chapter or essay]

Borghi, G.; Franco, A.; Di Domenico, N.; Maltoni, D., TONO: A Synthetic Dataset for Face Image Compliance to ISO/ICAO Standard, in: Computer Vision – ECCV 2024 Workshops. ECCV 2024, Berlin, Springer-Verlag, 2025, 15642, pp. 1 - 18 (atti di: 18th European Conference on Computer Vision, ECCV 2024, Milano, September 29–October 4, 2024,) [Contribution to conference proceedings]

Vorabbi, L.; Carraggi, A.; Maltoni, D.; Borghi, G.; Santi, S., Towards on-device continual learning with Binary Neural Networks in industrial scenarios, «IMAGE AND VISION COMPUTING», 2025, 158, Article number: 105524 , pp. 1 - 13 [Scientific article]

Spathis, G.; Di Domenico, N.; Borghi, G.; Franco, A.; Maltoni, D., AMONOT: Synthetic Aging for Differential Morphing Attack Detection Systems, in: Pattern Recognition. ICPR 2024 International Workshops and Challenges: Kolkata, India, December 1, 2024, Proceedings, Part II, 2024, pp. 353 - 367 (atti di: International Conference on Pattern Recognition 2024, 2nd Workshop on Facial and Body Expressions, Kolkata, India, 01/12/2024) [Contribution to conference proceedings]

Maltoni, Davide; Ferrara, Matteo, Arithmetic with language models: From memorization to computation, «NEURAL NETWORKS», 2024, 179, Article number: 106550 , pp. 1 - 10 [Scientific article]Open Access

Lorenzo Vorabbi, Davide Maltoni, Guido Borghi, Stefano Santi, Enabling On-Device Continual Learning with Binary Neural Networks and Latent Replay, in: Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - VISAPP, 2024, 2, pp. 25 - 36 (atti di: International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISAPP, Rome, February 27-29, 2024) [Contribution to conference proceedings]Open Access

Di Domenico, Nicolò; Borghi, Guido; Franco, Annalisa; Maltoni, Davide, Face Restoration for Morphed Images Retouching, in: 2024 12th International Workshop on Biometrics and Forensics (IWBF), 2024, pp. 1 - 6 (atti di: 12th International Workshop on Biometrics and Forensics (IWBF), Enschede, Netherlands, 11-12 April 2024) [Contribution to conference proceedings]Open Access

Coordination of a Research Project: iMars (H2020).

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