| 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 | 80 | 2021 |
| Continual learning for recurrent neural networks: an empirical evaluation A Cossu, A Carta, V Lomonaco, D Bacciu Neural Networks 143, 607-627, 2021 | 40 | 2021 |
| An experience in using machine learning for short-term predictions in smart transportation systems D Bacciu, A Carta, S Gnesi, L Semini Journal of Logical and Algebraic Methods in Programming 87, 52-66, 2017 | 31 | 2017 |
| 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 | 17 | 2020 |
| Linear memory networks D Bacciu, A Carta, A Sperduti Artificial Neural Networks and Machine Learning–ICANN 2019: Theoretical …, 2019 | 12 | 2019 |
| Teaching-trustworthy autonomous cyber-physical applications through human-centred intelligence D Bacciu, S Akarmazyan, E Armengaud, M Bacco, G Bravos, C Calandra, ... 2021 IEEE International Conference on Omni-Layer Intelligent Systems (COINS …, 2021 | 11 | 2021 |
| Incremental training of a recurrent neural network exploiting a multi-scale dynamic memory A Carta, A Sperduti, D Bacciu Machine Learning and Knowledge Discovery in Databases: European Conference …, 2021 | 9 | 2021 |
| 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 | 8 | 2022 |
| Learning style-aware symbolic music representations by adversarial autoencoders A Valenti, A Carta, D Bacciu arXiv preprint arXiv:2001.05494, 2020 | 8 | 2020 |
| 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 | 6 | 2022 |
| Continual learning with echo state networks A Cossu, D Bacciu, A Carta, C Gallicchio, V Lomonaco arXiv preprint arXiv:2105.07674, 2021 | 6 | 2021 |
| Convolutional Neural Network for Track Seed Filtering at the CMS High-Level Trigger A Di Florio, F Pantaleo, A Carta, CMS collaboration Journal of Physics: Conference Series 1085 (4), 042040, 2018 | 6 | 2018 |
| 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 | 5 | 2022 |
| 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 | 5 | 2022 |
| Catastrophic forgetting in deep graph networks: an introductory benchmark for graph classification A Carta, A Cossu, F Errica, D Bacciu arXiv preprint arXiv:2103.11750, 2021 | 5 | 2021 |
| Learning a latent space of style-aware symbolic music representations by adversarial autoencoders A Valenti, A Carta, D Bacciu arXiv preprint arXiv:2001.05494, 2020 | 4 | 2020 |
| FA3L at SemEval-2017 task 3: A three embeddings recurrent neural network for question answering G Attardi, A Carta, F Errica, A Madotto, L Pannitto Proceedings of the 11th International Workshop on Semantic Evaluation …, 2017 | 4 | 2017 |
| Practical recommendations for replay-based continual learning methods G Merlin, V Lomonaco, A Cossu, A Carta, D Bacciu Image Analysis and Processing. ICIAP 2022 Workshops: ICIAP International …, 2022 | 3 | 2022 |
| 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 Pattern …, 2022 | 3 | 2022 |
| Avalanche rl: A continual reinforcement learning library N Lucchesi, A Carta, V Lomonaco, D Bacciu Image Analysis and Processing–ICIAP 2022: 21st International Conference …, 2022 | 2 | 2022 |
Davide BacciuDipartimento di Informatica, Università di PisaEmail verificata su di.unipi.it
