| 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 | 80 | 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 | 75 | 2019 |
| Rehearsal-Free Continual Learning over Small Non-IID Batches V Lomonaco, D Maltoni, L Pellegrini Continual Learning Workshop at CVPR2020, 0 | 59* | |
| 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 | 28 | 2021 |
| 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 | 9* | 2020 |
| 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 | 8 | 2021 |
| 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 | 7 | 2020 |
| Is class-incremental enough for continual learning? A Cossu, G Graffieti, L Pellegrini, D Maltoni, D Bacciu, A Carta, ... Frontiers in Artificial Intelligence 5, 2022 | 5 | 2022 |
| Generative Negative Replay for Continual Learning G Graffieti, D Maltoni, L Pellegrini, V Lomonaco arXiv preprint arXiv:2204.05842, 2022 | 2 | 2022 |
| 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 |
| Class-Incremental Learning with Repetition H Hemati, A Cossu, A Carta, J Hurtado, L Pellegrini, D Bacciu, ... arXiv preprint arXiv:2301.11396, 2023 | | 2023 |
| Architect, Regularize and Replay (ARR): a Flexible Hybrid Approach for Continual Learning V Lomonaco, L Pellegrini, G Graffieti, D Maltoni arXiv preprint arXiv:2301.02464, 2023 | | 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 | | 2022 |
| Continual learning for computer vision applications L Pellegrini University of Bologna, 2022 | | 2022 |
| Implementazione di una infrastruttura basata su Kafka e Storm per il Mobile Cloud computing L Pellegrini | | |
Vincenzo LomonacoAssistant Professor @ Unipi, Co-Founding President & Lab Director @ ContinualAI.orgVerified email at unipi.it
