Follow
Andrea Cossu
Andrea Cossu
Assistant Professor, University of Pisa
Verified email at unipi.it - Homepage
Title
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, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Patterná…, 2021
1872021
Continual learning for recurrent neural networks: an empirical evaluation
A Cossu, A Carta, V Lomonaco, D Bacciu
Neural Networks 143, 607-627, 2021
892021
Distilled replay: Overcoming forgetting through synthetic samples
A Rosasco, A Carta, A Cossu, V Lomonaco, D Bacciu
International Workshop on Continual Semi-Supervised Learning, 104-117, 2021
352021
Sample condensation in online continual learning
M Sangermano, A Carta, A Cossu, D Bacciu
2022 International Joint Conference on Neural Networks (IJCNN), 01-08, 2022
332022
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
322022
Continual learning with gated incremental memories for sequential data processing
A Cossu, A Carta, D Bacciu
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
302020
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
222022
Practical recommendations for replay-based continual learning methods
G Merlin, V Lomonaco, A Cossu, A Carta, D Bacciu
International Conference on Image Analysis and Processing, 548-559, 2022
162022
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
152021
Avalanche: A pytorch library for deep continual learning
A Carta, L Pellegrini, A Cossu, H Hemati, V Lomonaco
Journal of Machine Learning Research 24 (363), 1-6, 2023
132023
Ex-model: Continual learning from a stream of trained models
A Carta, A Cossu, V Lomonaco, D Bacciu
Proceedings of the IEEE/CVF Conference on Computer Vision and Patterná…, 2022
122022
Continual learning with echo state networks
A Cossu, D Bacciu, A Carta, C Gallicchio, V Lomonaco
European Symposium on Artificial Neural Networks (ESANN), 2021
122021
A Comprehensive Empirical Evaluation on Online Continual Learning
A Soutif-Cormerais, A Carta, A Cossu, J Hurtado, V Lomonaco, ...
Proceedings of the IEEE/CVF International Conference on Computer Visioná…, 2023
102023
Continual Learning: Applications and the Road Forward
E Verwimp, S Ben-David, M Bethge, A Cossu, A Gepperth, TL Hayes, ...
Transactions of Machine Learning Research (TMLR), 2024
62024
Class-Incremental Learning with Repetition
H Hemati, A Cossu, A Carta, J Hurtado, L Pellegrini, D Bacciu, ...
2nd Conference on Lifelong Learning Agents (COLLAs), 2023
62023
Sustainable artificial intelligence through continual learning
A Cossu, M Ziosi, V Lomonaco
CAIP 2021: Proceedings of the 1st International Conference on AI for Peopleá…, 2021
62021
Catastrophic Forgetting in Deep Graph Networks: A Graph Classification Benchmark
A Carta, A Cossu, F Errica, D Bacciu
Frontiers in artificial intelligence 5, 824655, 2022
52022
Continual Learning for Human State Monitoring
F Matteoni, A Cossu, C Gallicchio, V Lomonaco, D Bacciu
European Symposium on Artificial Neural Networks (ESANN), 2022
42022
Projected Latent Distillation for Data-Agnostic Consolidation in Distributed Continual Learning
A Carta, A Cossu, V Lomonaco, D Bacciu, J van de Weijer
arXiv preprint arXiv:2303.15888, 2023
22023
Random Oscillators Network for Time Series Processing
A Ceni, A Cossu, MW St÷lzle, J Liu, C Della Santina, D Bacciu, ...
International Conference on Artificial Intelligence and Statistics, 4807-4815, 2024
12024
The system can't perform the operation now. Try again later.
Articles 1–20