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: 2020 IEEE Workshop on Signal Processing Systems (SiPS), Institute of Electrical and Electronics Engineers Inc., «IEEE WORKSHOP ON SIGNAL PROCESSING SYSTEMS», 2020, 2020-, pp. 1 - 6 (atti di: 34th IEEE Workshop on Signal Processing Systems, SiPS 2020, Coimbra, Portugal, 20-22 October 2020) [Contributo in Atti di convegno]Open Access
Vincenzo Lomonaco, Davide Maltoni, Lorenzo Pellegrini, Rehearsal-Free Continual Learning over Small Non-IID Batches, in: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, «IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS», 2020, pp. 989 - 998 (atti di: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2020, Seattle, WA, USA, 14-19 June 2020) [Contributo in Atti di convegno]Open Access
Coordinamento del progetto: Sotamd (H2020).
Gabriele Graffieti; Davide Maltoni, Towards Artifacts-free Image Defogging, in: 2020 25th International Conference on Pattern Recognition (ICPR), 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, Institute of Electrical and Electronics Engineers Inc., «PROCEEDINGS INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION», 2020, pp. 5060 - 5067 (atti di: 25th International Conference on Pattern Recognition, ICPR 2020, Milano, 10-15 Gennaio 2021) [Contributo in Atti di convegno]Open Access
Lomonaco, Vincenzo; Pellegrini, Lorenzo; Maltoni, Davide, 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]
Lesort, Timothée; Lomonaco, Vincenzo; Stoian, Andrei; Maltoni, Davide; Filliat, David; Díaz-Rodríguez, Natalia, Continual Learning for Robotics: Definition, Framework, Learning, Strategies, Opportunities and Challenges, 2019, pp. 35 . [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]
Lomonaco, Vincenzo; Maltoni, Davide; Pellegrini, Lorenzo, Fine-Grained Continual Learning, 2019, pp. 12 . [rapporto tecnico]
Mazzini, Lisa; 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]
