Foto del docente

Davide Maltoni

Professore ordinario

Dipartimento di Informatica - Scienza e Ingegneria

Settore scientifico disciplinare: ING-INF/05 SISTEMI DI ELABORAZIONE DELLE INFORMAZIONI

Pubblicazioni

Ravaglia L.; Rusci M.; Capotondi A.; Conti F.; Pellegrini L.; Lomonaco V.; Maltoni D.; Benini L., Memory-Latency-Accuracy Trade-Offs for Continual Learning on a RISC-V Extreme-Edge Node, in: IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation, Institute of Electrical and Electronics Engineers Inc., 2020, 2020-, pp. 1 - 6 (atti di: 34th IEEE Workshop on Signal Processing Systems, SiPS 2020, prt, 2020) [Contributo in Atti di convegno]

Vincenzo Lomonaco, Davide Maltoni, Lorenzo Pellegrini, Rehearsal-Free Continual Learning over Small Non-IID Batches, in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2020, pp. 1 - 10 (atti di: Continual Learning Workshop at CVPR 2020, Las Vegas, 14-06-2020) [Contributo in Atti di convegno]

Vincenzo Lomonaco; Lorenzo Pellegrini; Davide Maltoni, Apprendimento Automatico Continuo per la Robotica e la Visione Artificiale, in: Ital-IA: Convegno Nazionale CINI sull'Intelligenza Artificiale, 2019, pp. 1 - 3 (atti di: Ital-IA: Convegno Nazionale CINI sull'Intelligenza Artificiale, Roma, 18-03-2019) [Contributo in Atti di convegno]

Timothée Lesort; Vincenzo Lomonaco; Andrei Stoian; Davide Maltoni; David Filliat; Natalia Díaz-Rodríguez, Continual Learning for Robotics: Definition, Framework, Learning, Strategies, Opportunities and Challenges, 2019, pp. 35 . [rapporto tecnico]

Vincenzo Lomonaco; Karan Desai; Eugenio Culurciello; Davide Maltoni, Continual Reinforcement Learning in 3D Non-stationary Environments, 2019, pp. 12 . [rapporto tecnico]

Maltoni, Davide; Lomonaco, Vincenzo, Continuous learning in single-incremental-task scenarios, «NEURAL NETWORKS», 2019, 116, pp. 56 - 73 [articolo]Open Access

M. Ferrara, A. Franco, D. Maltoni, Decoupling texture blending and shape warping in face morphing, in: International Conference of the Biometrics Special Interest Group (BIOSIG), 2019, 2019, pp. 1 - 6 (atti di: International Conference of the Biometrics Special Interest Group (BIOSIG), Darmstadt, Germany, September 2019) [Contributo in Atti di convegno]

C. Busch, S. Caillebotte, U. Seidel, F. Knopjes, D. Maltoni, M. Ferrara, R.J. Veldhuis, L. Spreeuwers, K. Raja, R. Raghavendra, M. Gomez-Barrero and C. Rathgeb, Face Morphing Attacks: What needs to be done, in: International Conference on Biometrics for Borders (ICBB), 2019, pp. 1 - 6 (atti di: International Conference on Biometrics for Borders (ICBB), Varsaw, Poland, October 2019) [Contributo in Atti di convegno]

Matteo Ferrara, Annalisa Franco, Davide Maltoni, Face morphing detection in the presence of printing/scanning and heterogeneous image sources, arXiv, 2019, pp. 23 . [rapporto tecnico]

Vincenzo Lomonaco; Davide Maltoni; Lorenzo Pellegrini, Fine-Grained Continual Learning, 2019, pp. 12 . [rapporto tecnico]

Mazzini L.; Franco A.; Maltoni D., Gesture recognition by leap motion controller and LSTM networks for CAD-oriented interfaces, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Verlag, «LECTURE NOTES IN ARTIFICIAL INTELLIGENCE», 2019, 11751, pp. 185 - 195 (atti di: 20th International Conference on Image Analysis and Processing, ICIAP 2019, ita, 2019) [Contributo in Atti di convegno]

Lorenzo Pellegrini; Gabriele Graffieti; Vincenzo Lomonaco; Davide Maltoni, Latent Replay for Real-Time Continual Learning, 2019, pp. 12 . [rapporto tecnico]

Davide Maltoni; Vincenzo Lomonaco, Continuous Learning in Single-Incremental-Task Scenarios, 2018, pp. 26 . [rapporto tecnico]

Natalia Díaz-Rodríguez, Vincenzo Lomonaco, David Filliat, Davide Maltoni, Don't Forget, There is More than Forgetting: new Metrics for Continual Learning, in: Continual Learning Workshop at NeurIPS 2018, 2018, pp. 1 - 7 (atti di: Continual Learning Workshop at NeurIPS 2018, Montreal, 07-12-2018) [Contributo in Atti di convegno]

Ferrara, Matteo; Franco, Annalisa; Maltoni, Davide, Face Demorphing, «IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY», 2018, 13, pp. 1008 - 1017 [articolo]

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