| Avalanche: an end-to-end library for continual learning V Lomonaco, L Pellegrini, A Cossu, A Carta, G Graffieti, TL Hayes, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 177 | 2021 |
| Latent Replay for Real-Time Continual Learning L Pellegrini, G Graffieti, V Lomonaco, D Maltoni International Conference on Intelligent Robots and Systems (IROS), 2020, 2019 | 150* | 2019 |
| Rehearsal-Free Continual Learning over Small Non-IID Batches V Lomonaco, D Maltoni, L Pellegrini Continual Learning Workshop at CVPR2020, 2020 | 91* | 2020 |
| CVPR 2020 Continual Learning in Computer Vision Competition: Approaches, Results, Current Challenges and Future Directions V Lomonaco, L Pellegrini, P Rodriguez, M Caccia, Q She, Y Chen, ... Artificial Intelligence, 103635, 2021 | 44 | 2021 |
| Continual Learning at the Edge: Real-Time Training on Smartphone Devices L Pellegrini, V Lomonaco, G Graffieti, D Maltoni 29th European Symposium on Artificial Neural Networks (ESANN), 2021, 2021 | 22 | 2021 |
| Is class-incremental enough for continual learning? A Cossu, G Graffieti, L Pellegrini, D Maltoni, D Bacciu, A Carta, ... Frontiers in Artificial Intelligence 5, 829842, 2022 | 21 | 2022 |
| Memory-Latency-Accuracy Trade-Offs for Continual Learning on a RISC-V Extreme-Edge Node L Ravaglia, M Rusci, A Capotondi, F Conti, L Pellegrini, V Lomonaco, ... 2020 IEEE Workshop on Signal Processing Systems (SiPS), 1-6, 2020 | 13 | 2020 |
| IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge [Competitions] H Bae, E Brophy, RHM Chan, B Chen, F Feng, G Graffieti, V Goel, X Hao, ... IEEE Robotics & Automation Magazine 27 (2), 11-16, 2020 | 11 | 2020 |
| Generative negative replay for continual learning G Graffieti, D Maltoni, L Pellegrini, V Lomonaco Neural Networks 162, 369-383, 2023 | 9 | 2023 |
| Avalanche: A pytorch library for deep continual learning A Carta, L Pellegrini, A Cossu, H Hemati, V Lomonaco Journal of Machine Learning Research 24 (363), 1-6, 2023 | 8 | 2023 |
| 3rd continual learning workshop challenge on egocentric category and instance level object understanding L Pellegrini, C Zhu, F Xiao, Z Yan, A Carta, M De Lange, V Lomonaco, ... arXiv preprint arXiv:2212.06833, 2022 | 6 | 2022 |
| Class-Incremental Learning with Repetition H Hemati, A Cossu, A Carta, J Hurtado, L Pellegrini, D Bacciu, ... Second Conference on Lifelong Learning Agents (CoLLAs), 2023, 2023 | 5 | 2023 |
| FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data P Melzi, R Tolosana, R Vera-Rodriguez, M Kim, C Rathgeb, X Liu, ... Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 4 | 2024 |
| Architect, Regularize and Replay (ARR): a Flexible Hybrid Approach for Continual learning V Lomonaco, L Pellegrini, G Graffieti, D Maltoni Towards Human Brain Inspired Lifelong Learning, 2023, 2023 | 2 | 2023 |
| FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems P Melzi, R Tolosana, R Vera-Rodriguez, M Kim, C Rathgeb, X Liu, ... Information Fusion 107, 102322, 2024 | 1 | 2024 |
| Continual learning for computer vision applications L Pellegrini University of Bologna, 2022 | 1 | 2022 |
| Continual Learning by Three-Phase Consolidation D Maltoni, L Pellegrini arXiv preprint arXiv:2403.14679, 2024 | | 2024 |
| Detecting Morphing Attacks via Continual Incremental Training L Pellegrini, G Borghi, A Franco, D Maltoni IEEE International Joint Conference on Biometrics (IJCB), 2023 | | 2023 |
| A weakly supervised approach for recycling code recognition L Pellegrini, D Maltoni, G Graffieti, V Lomonaco, L Mazzini, M Mondardini, ... Expert Systems with Applications 215, 119282, 2023 | | 2023 |
| Apprendimento Automatico Continuo per la Robotica e la Visione Artificiale V Lomonaco, L Pellegrini, D Maltoni Ital-IA: Convegno Nazionale CINI sull'Intelligenza Artificiale, 1-3, 2019 | | 2019 |
Vincenzo LomonacoAssistant Professor @ Unipi, President @ ContinualAI.org, Co-Founder @ ContinualIST.orgVerified email at unipi.it
