Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido M. van de Ven, Martin Mundt, Qi She, Keiland Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German I. Parisi, Fabio Cuzzolin, Andreas S. Tolias, Simone Scardapane, Luca Antiga, Subutai Ahmad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni, Avalanche: an End-to-End Library for Continual Learning, in: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2021), «IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS», 2021, pp. 3595 - 3605 (atti di: IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2021, Virtual, 19-25 Giugno 2021) [Contributo in Atti di convegno]Open Access
Lorenzo Pellegrini, Vincenzo Lomonaco, Gabriele Graffieti, Davide Maltoni, Continual Learning at the Edge: Real-Time Training on Smartphone Devices, in: ESANN 2021 Proceedings, 2021, pp. 23 - 28 (atti di: 29th European Symposium on Artificial Neural Networks (ESANN), 2021, Bruges, Belgium, 6-8 October 2021) [Contributo in Atti di convegno]
Ferrara, Matteo; Franco, Annalisa; Maltoni, Davide, Face morphing detection in the presence of printing/scanning and heterogeneous image sources, «IET BIOMETRICS», 2021, 10, pp. 290 - 303 [articolo]Open Access
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 [articolo]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 [articolo]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), «IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS», 2020, pp. 999 - 1008 (atti di: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Las Vegas, 14-19 June 2020) [Contributo in Atti di convegno]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 [articolo]
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., «PROCEEDINGS OF THE ... IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS», 2020, pp. 10203 - 10209 (atti di: 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2020, Las Vegas, USA, 2020) [Contributo in Atti di convegno]
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]
