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Andrea Cossu
Andrea Cossu
PhD Student, Scuola Normale Superiore, University of Pisa
Verified email at sns.it - Homepage
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Cited by
Cited by
Year
Avalanche: an End-to-End Library for Continual Learning
V Lomonaco, L Pellegrini, A Cossu, A Carta, G Graffieti, TL Hayes, ...
CLVision Workshop at the 2021 CVPR Conference, 2021
812021
Continual Learning for Recurrent Neural Networks: an Empirical Evaluation
A Cossu, A Carta, V Lomonaco, D Bacciu
Neural Networks 143 (C), 607-627, 2021
402021
Continual Learning with Gated Incremental Memories for sequential data processing
A Cossu, A Carta, D Bacciu
2020 International Joint Conference on Neural Networks (IJCNN), 2020
172020
Distilled replay: Overcoming forgetting through synthetic samples
A Rosasco, A Carta, A Cossu, V Lomonaco, D Bacciu
Continual Semi-Supervised Learning: First International Workshop, CSSL 2021 …, 2022
82022
Sample Condensation in Online Continual Learning
M Sangermano, A Carta, A Cossu, D Bacciu
2022 International Joint Conference on Neural Networks (IJCNN), 2022
62022
Continual Pre-Training Mitigates Forgetting in Language and Vision
A Cossu, T Tuytelaars, A Carta, L Passaro, V Lomonaco, D Bacciu
arXiv preprint arXiv:2205.09357, 2022
62022
Continual Learning with Echo State Networks
A Cossu, D Bacciu, A Carta, C Gallicchio, V Lomonaco
European Symposium on Artificial Neural Networks (ESANN), 2021
62021
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
Catastrophic Forgetting in Deep Graph Networks: an Introductory Benchmark for Graph Classification
A Carta, A Cossu, F Errica, D Bacciu
The Web Conference (WWW) Workshop on Graph Learning Benchmarks (GLB 2021), 2021
52021
Practical Recommendations for Replay-based Continual Learning Methods
G Merlin, V Lomonaco, A Cossu, A Carta, D Bacciu
ICIAP 2021 CL4Real Workshop, 2022
32022
Ex-Model: Continual Learning from a Stream of Trained Models
A Carta, A Cossu, V Lomonaco, D Bacciu
CLVision Workshop at the 2022 CVPR Conference, 2021
32021
Sustainable Artificial Intelligence through Continual Learning
A Cossu, M Ziosi, V Lomonaco
International Conference on AI for People (CAIP), 2021
32021
Continual Learning for Human State Monitoring
F Matteoni, A Cossu, C Gallicchio, V Lomonaco, D Bacciu
ESANN 2022, 2022
12022
Catastrophic Forgetting in Deep Graph Networks: a Graph Classification benchmark
A Carta, A Cossu, F Errica, D Bacciu
Frontiers in Artificial Intelligence 5, 6, 2022
12022
Class-Incremental Learning with Repetition
H Hemati, A Cossu, A Carta, J Hurtado, L Pellegrini, D Bacciu, ...
arXiv preprint arXiv:2301.11396, 2023
2023
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