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 | 202 | 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 | 176 | 2019 |
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 | 29 | 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 | 28 | |
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 | 27 | 2021 |
Continual learning in real-life applications G Graffieti, G Borghi, D Maltoni IEEE Robotics and Automation Letters 7 (3), 6195-6202, 2022 | 21 | 2022 |
Generative Negative Replay for Continual Learning G Graffieti, D Maltoni, L Pellegrini, V Lomonaco Neural Networks 162, 369-383, 2023 | 16 | 2023 |
Automated artifact retouching in morphed images with attention maps G Borghi, A Franco, G Graffieti, D Maltoni IEEE Access 9, 136561-136579, 2021 | 16 | 2021 |
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 | 14* | 2020 |
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 | 12 | 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 | 8 | 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 |
Progettazione e implementazione di una incarnazione biochimica per il simulatore alchemist G Graffieti | 3 | 2016 |
Architect, Regularize and Replay: A Flexible Hybrid Approach for Continual Learning V Lomonaco, L Pellegrini, G Graffieti, D Maltoni Towards Human Brain Inspired Lifelong Learning, 101-121, 2024 | 2 | 2024 |
On the challenges to learn from natural data streams G Borghi, G Graffieti, D Maltoni arXiv preprint arXiv:2301.03495, 2023 | 2 | 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 | 1 | 2023 |
Towards Artifacts-Free Image Defogging G Graffieti, D Maltoni 2020 25th International Conference on Pattern Recognition (ICPR), 5060-5067, 2021 | 1 | 2021 |
Efficient Continual Learning with Latent Rehearsal G Graffieti, L Pellegrini, V Lomonaco, D Maltoni International Conference on Intelligent Robots and Systems (IROS), 2019 | | 2019 |
Style Transfer with Generative Adversarial Networks G Graffieti | | |