| 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 | 171 | 2021 |
| Latent replay for real-time continual learning L Pellegrini, G Graffieti, V Lomonaco, D Maltoni International Conference on Intelligent Robots and Systems (IROS), 2019 | 130 | 2019 |
| Continual learning at the edge: Real-time training on smartphone devices L Pellegrini, V Lomonaco, G Graffieti, D Maltoni arXiv preprint arXiv:2105.13127, 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 |
| Latent replay for real-time continual learning. In 2020 IEEE L Pellegrini, G Graffieti, V Lomonaco, D Maltoni RSJ International Conference on Intelligent Robots and Systems (IROS), 10203 …, 0 | 20 | |
| Automated artifact retouching in morphed images with attention maps G Borghi, A Franco, G Graffieti, D Maltoni IEEE Access 9, 136561-136579, 2021 | 13 | 2021 |
| Continual learning in real-life applications G Graffieti, G Borghi, D Maltoni IEEE Robotics and Automation Letters 7 (3), 6195-6202, 2022 | 12 | 2022 |
| IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge 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 |
| Incremental training of face morphing detectors G Borghi, G Graffieti, A Franco, D Maltoni 2022 26th International Conference on Pattern Recognition (ICPR), 914-921, 2022 | 8 | 2022 |
| Avalanche: An End-to-End Library for Continual Learning. In 2021 IEEE V Lomonaco, L Pellegrini, A Cossu, A Carta, G Graffieti, T Hayes, ... CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW …, 2021 | 6 | 2021 |
| Latent replay for real-time continual learning (2019) L Pellegrini, G Graffieti, V Lomonaco, D Maltoni arXiv preprint arXiv:1912.01100, 2019 | 6 | 2019 |
| Artifact-free single image defogging G Graffieti, D Maltoni Atmosphere 12 (5), 577, 2021 | 4 | 2021 |
| On the challenges to learn from natural data streams G Borghi, G Graffieti, D Maltoni arXiv preprint arXiv:2301.03495, 2023 | 2 | 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 | 2 | 2023 |
| Progettazione e implementazione di una incarnazione biochimica per il simulatore Alchemist G Graffieti | 2 | 2016 |
| Towards Artifacts-Free Image Defogging G Graffieti, D Maltoni 2020 25th International Conference on Pattern Recognition (ICPR), 5060-5067, 2021 | 1 | 2021 |
| 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 |
| Efficient Continual Learning with Latent Rehearsal G Graffieti, L Pellegrini, V Lomonaco, D Maltoni International Conference on Intelligent Robots and Systems (IROS), 2019 | | 2019 |
| Report of the Continual Learning Supervised Classification challenge (Track 3A) G Graffieti, G Borghi, D Maltoni, M Ferrara | | |
DAVIDE MALTONIUniversity of BolognaVerified email at csr.unibo.it
