Coordination of a Research Project: Einstein (Horizon Europe).
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]
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]
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: Lecture Notes in Computer Science, Berlin, Springer-Verlag, 2025, 15642, pp. 1 - 18 (atti di: 18th European Conference on Computer Vision, ECCV 2024, Milano, 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).
Borghi, G.; Di Domenico, N.; Ferrara, M.; Franco, A.; Latif, U.; Maltoni, D., MONOT: High-Quality Privacy-compliant Morphed Synthetic Images for Everyone, in: Proceedings - 16th IEEE International Workshop on Information Forensics and Security, WIFS 2024, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 1 - 8 (atti di: 16th IEEE International Workshop on Information Forensics and Security, WIFS 2024, Rome, Italy, 02-05 December 2024) [Contribution to conference proceedings]
Franco, Annalisa; Ferrara, Matteo; Liu, Chengcheng; Busch, Christoph; Maltoni, Davide, On the Impact of Face Image Quality on Morphing Attack Detection, in: IEEE International Joint Conference on Biometrics (IJCB), New York, IEEE, 2024, pp. 1 - 9 (atti di: IEEE International Joint Conference on Biometrics (IJCB), Buffalo, NY, USA, 15-18 September 2024) [Contribution to conference proceedings]Open Access
Vorabbi, Lorenzo; Maltoni, Davide; Santi, Stefano, On-Device Learning with Binary Neural Networks, in: Image Analysis and Processing - ICIAP 2023 Workshops. ICIAP 2023., Cham, Springer, 2024, 14365, pp. 39 - 50 (atti di: Image Analysis and Processing - ICIAP 2023 Workshops. ICIAP 2023, Udine, 09/2023) [Contribution to conference proceedings]Open Access
