COSSU, ANDREA Statistiche
COSSU, ANDREA
DIPARTIMENTO DI INFORMATICA
A Comprehensive Empirical Evaluation on Online Continual Learning
2023-01-01 Soutif-Cormerais, Albin; Carta, Antonio; Cossu, Andrea; Hurtado, Julio; Lomonaco, Vincenzo; Van de Weijer, Joost; Hemati, Hamed
A Protocol for Continual Explanation of SHAP
2023-01-01 Cossu, Andrea; Spinnato, Francesco; Guidotti, Riccardo; Bacciu, Davide
Avalanche: A PyTorch Library for Deep Continual Learning
2023-01-01 Carta, Antonio; Pellegrini, Lorenzo; Cossu, Andrea; Hemati, Hamed; Lomonaco, Vincenzo
Class-Incremental Learning with Repetition
2023-01-01 Hemati, Hamed; Cossu, Andrea; Carta, Antonio; Hurtado, Julio; Pellegrini, Lorenzo; Bacciu, Davide; Lomonaco, Vincenzo; Damian, Borth
Catastrophic Forgetting in Deep Graph Networks: A Graph Classification Benchmark
2022-01-01 Carta, Antonio; Cossu, Andrea; Errica, Federico; Bacciu, Davide
Continual Learning for Human State Monitoring
2022-01-01 Matteoni, Federico; Cossu, Andrea; Gallicchio, Claudio; Lomonaco, Vincenzo; Bacciu, Davide
Distilled Replay: Overcoming Forgetting Through Synthetic Samples
2022-01-01 Rosasco, A.; Carta, A.; Cossu, A.; Lomonaco, V.; Bacciu, D.
Is Class-Incremental Enough for Continual Learning?
2022-01-01 Cossu, Andrea; Graffieti, Gabriele; Pellegrini, Lorenzo; Maltoni, Davide; Bacciu, Davide; Carta, Antonio; Lomonaco, Vincenzo
Sample Condensation in Online Continual Learning
2022-01-01 Sangermano, M; Carta, A; Cossu, A; Bacciu, D
Avalanche: An end-to-end library for continual learning
2021-01-01 Lomonaco, V.; Pellegrini, L.; Cossu, A.; Carta, A.; Graffieti, G.; Hayes, T. L.; De Lange, M.; Masana, M.; Pomponi, J.; Van De Ven, G. M.; Mundt, M.; She, Q.; Cooper, K.; Forest, J.; Belouadah, E.; Calderara, S.; Parisi, G. I.; Cuzzolin, F.; Tolias, A. S.; Scardapane, S.; Antiga, L.; Ahmad, S.; Popescu, A.; Kanan, C.; Van De Weijer, J.; Tuytelaars, T.; Bacciu, D.; Maltoni, D.
Continual learning for recurrent neural networks: An empirical evaluation
2021-01-01 Cossu, A.; Carta, A.; Lomonaco, V.; Bacciu, D.
Continual Learning with Echo State Networks
2021-01-01 Cossu, Andrea; Bacciu, Davide; Carta, Antonio; Gallicchio, Claudio; Lomonaco, Vincenzo
Sustainable artificial intelligence through continual learning
2021-01-01 Cossu, A.; Ziosi, M.; Lomonaco, V.
Continual Learning with Gated Incremental Memories for sequential data processing
2020-01-01 Cossu, A.; Carta, A.; Bacciu, D.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Comprehensive Empirical Evaluation on Online Continual Learning | 1-gen-2023 | Soutif-Cormerais, Albin; Carta, Antonio; Cossu, Andrea; Hurtado, Julio; Lomonaco, Vincenzo; Van de Weijer, Joost; Hemati, Hamed | |
| A Protocol for Continual Explanation of SHAP | 1-gen-2023 | Cossu, Andrea; Spinnato, Francesco; Guidotti, Riccardo; Bacciu, Davide | |
| Avalanche: A PyTorch Library for Deep Continual Learning | 1-gen-2023 | Carta, Antonio; Pellegrini, Lorenzo; Cossu, Andrea; Hemati, Hamed; Lomonaco, Vincenzo | |
| Class-Incremental Learning with Repetition | 1-gen-2023 | Hemati, Hamed; Cossu, Andrea; Carta, Antonio; Hurtado, Julio; Pellegrini, Lorenzo; Bacciu, Davide; Lomonaco, Vincenzo; Damian, Borth | |
| Catastrophic Forgetting in Deep Graph Networks: A Graph Classification Benchmark | 1-gen-2022 | Carta, Antonio; Cossu, Andrea; Errica, Federico; Bacciu, Davide | |
| Continual Learning for Human State Monitoring | 1-gen-2022 | Matteoni, Federico; Cossu, Andrea; Gallicchio, Claudio; Lomonaco, Vincenzo; Bacciu, Davide | |
| Distilled Replay: Overcoming Forgetting Through Synthetic Samples | 1-gen-2022 | Rosasco, A.; Carta, A.; Cossu, A.; Lomonaco, V.; Bacciu, D. | |
| Is Class-Incremental Enough for Continual Learning? | 1-gen-2022 | Cossu, Andrea; Graffieti, Gabriele; Pellegrini, Lorenzo; Maltoni, Davide; Bacciu, Davide; Carta, Antonio; Lomonaco, Vincenzo | |
| Sample Condensation in Online Continual Learning | 1-gen-2022 | Sangermano, M; Carta, A; Cossu, A; Bacciu, D | |
| Avalanche: An end-to-end library for continual learning | 1-gen-2021 | Lomonaco, V.; Pellegrini, L.; Cossu, A.; Carta, A.; Graffieti, G.; Hayes, T. L.; De Lange, M.; Masana, M.; Pomponi, J.; Van De Ven, G. M.; Mundt, M.; She, Q.; Cooper, K.; Forest, J.; Belouadah, E.; Calderara, S.; Parisi, G. I.; Cuzzolin, F.; Tolias, A. S.; Scardapane, S.; Antiga, L.; Ahmad, S.; Popescu, A.; Kanan, C.; Van De Weijer, J.; Tuytelaars, T.; Bacciu, D.; Maltoni, D. | |
| Continual learning for recurrent neural networks: An empirical evaluation | 1-gen-2021 | Cossu, A.; Carta, A.; Lomonaco, V.; Bacciu, D. | |
| Continual Learning with Echo State Networks | 1-gen-2021 | Cossu, Andrea; Bacciu, Davide; Carta, Antonio; Gallicchio, Claudio; Lomonaco, Vincenzo | |
| Sustainable artificial intelligence through continual learning | 1-gen-2021 | Cossu, A.; Ziosi, M.; Lomonaco, V. | |
| Continual Learning with Gated Incremental Memories for sequential data processing | 1-gen-2020 | Cossu, A.; Carta, A.; Bacciu, D. |