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Lorenzo Pellegrini
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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), 2020, 2019
752019
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
282021
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
82021
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
72020
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
Generative Negative Replay for Continual Learning
G Graffieti, D Maltoni, L Pellegrini, V Lomonaco
arXiv preprint arXiv:2204.05842, 2022
22022
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
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Articles 1–15