Raja, Kiran; Ferrara, Matteo; Franco, Annalisa; Spreeuwers, Luuk; Batskos, Ilias; De Wit, Florens; Gomez-Barrero, Marta; Scherhag, Ulrich; Fischer, Daniel; Venkatesh, Sushma; Singh, Jag Mohan; Li, Guoqiang; Bergeron, Loic; Isadskiy, Sergey; Ramachandra, Raghavendra; Rathgeb, Christian; Frings, Dinusha; Seidel, Uwe; Knopjes, Fons; Veldhuis, Raymond; Maltoni, Davide; Busch, Christoph, Morphing Attack Detection - Database, Evaluation Platform and Benchmarking, «IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY», 2021, 16, pp. 4336 - 4351 [Scientific article]Open Access
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., 2021, pp. 5060 - 5067 (atti di: 25th International Conference on Pattern Recognition, ICPR 2020, Milano, 10-15 Gennaio 2021) [Contribution to conference proceedings]Open Access
Ferrara M., Franco A., Maio Dario, Maltoni Davide, BioLab-ICAO-Check Tool, 2020. [Software]
Lesort, Timothée; Lomonaco, Vincenzo; Stoian, Andrei; Maltoni, Davide; Filliat, David; Díaz-Rodríguez, Natalia, Continual learning for robotics: Definition, framework, learning strategies, opportunities and challenges, «INFORMATION FUSION», 2020, 58, pp. 52 - 68 [Scientific article]Open Access
Vincenzo Lomonaco, Karan Desai, Eugenio Culurciello, Davide Maltoni, Continual Reinforcement Learning in 3D Non-stationary Environments, in: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2020, pp. 999 - 1008 (atti di: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Las Vegas, 14-19 June 2020) [Contribution to conference proceedings]Open Access
Bae H.; Brophy E.; Chan R.H.M.; Chen B.; Feng F.; Graffieti G.; Goel V.; Hao X.; Han H.; Kanagarajah S.; Kumar S.; Lam S.-K.; Lam T.L.; Lan C.; Liu Q.; Lomonaco V.; Ma L.; Maltoni D.; Parisi G.I.; Pellegrini L.; Piyasena D.; Pu S.; She Q.; Sheet D.; Song S.; Son Y.; Wang Z.; Ward T.E.; Wu J.; Wu M.; Xie D.; Xu Y.; Yang L.; Yang Q.; Zhong Q.; Zhou L., IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge, «IEEE ROBOTICS AND AUTOMATION MAGAZINE», 2020, 27, Article number: 9113359 , pp. 11 - 16 [Scientific article]
Pellegrini L.; Graffieti G.; Lomonaco V.; Maltoni D., Latent replay for real-time continual learning, in: IEEE International Conference on Intelligent Robots and Systems, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 10203 - 10209 (atti di: 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2020, Las Vegas, USA, 2020) [Contribution to conference proceedings]
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., 2020, 2020-, pp. 1 - 6 (atti di: 34th IEEE Workshop on Signal Processing Systems, SiPS 2020, Coimbra, Portugal, 20-22 October 2020) [Contribution to conference proceedings]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, 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) [Contribution to conference proceedings]Open Access
Coordination of a Research Project: Sotamd (H2020).
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) [Contribution to conference proceedings]
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 . [Technical report]
Maltoni, Davide; Lomonaco, Vincenzo, Continuous learning in single-incremental-task scenarios, «NEURAL NETWORKS», 2019, 116, pp. 56 - 73 [Scientific article]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) [Contribution to conference proceedings]
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) [Contribution to conference proceedings]
