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Gabriele Graffieti
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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
802021
Latent replay for real-time continual learning
L Pellegrini, G Graffieti, V Lomonaco, D Maltoni
International Conference on Intelligent Robots and Systems (IROS), 2019
722019
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
arXiv preprint arXiv:2105.13127, 2021
82021
Continual learning in real-life applications
G Graffieti, G Borghi, D Maltoni
IEEE Robotics and Automation Letters 7 (3), 6195-6202, 2022
52022
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
52022
Latent replay for real-time continual learning (2019)
L Pellegrini, G Graffieti, V Lomonaco, D Maltoni
arXiv preprint arXiv:1912.01100, 2019
52019
Automated artifact retouching in morphed images with attention maps
G Borghi, A Franco, G Graffieti, D Maltoni
IEEE Access 9, 136561-136579, 2021
32021
Generative Negative Replay for Continual Learning
G Graffieti, D Maltoni, L Pellegrini, V Lomonaco
22021
Artifact-free single image defogging
G Graffieti, D Maltoni
Atmosphere 12 (5), 577, 2021
22021
Progettazione e implementazione di una incarnazione biochimica per il simulatore Alchemist
G Graffieti
22016
Towards Artifacts-Free Image Defogging
G Graffieti, D Maltoni
2020 25th International Conference on Pattern Recognition (ICPR), 5060-5067, 2021
12021
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
On the challenges to learn from Natural Data Streams
G Borghi, G Graffieti, D Maltoni
arXiv preprint arXiv:2301.03495, 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
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
2022
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
Report of Choco Leibniz Team SSLAD Competition Track 3A (ICCV 2021)
G Graffieti, G Borghi, D Maltoni, M Ferrara
Style Transfer with Generative Adversarial Networks
D Maltoni, G Graffieti, SS di Laurea
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Articles 1–20