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Antonio Carta
Antonio Carta
Assistant Professor @ Universitą di 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 Pattern …, 2021
672021
Continual learning for recurrent neural networks: an empirical evaluation
A Cossu, A Carta, V Lomonaco, D Bacciu
Neural Networks 143, 607-627, 2021
352021
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
302017
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
182020
Linear memory networks
D Bacciu, A Carta, A Sperduti
International Conference on Artificial Neural Networks, 513-525, 2019
122019
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
112021
Incremental training of a recurrent neural network exploiting a multi-scale dynamic memory
A Carta, A Sperduti, D Bacciu
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2020
92020
Continual learning with echo state networks
A Cossu, D Bacciu, A Carta, C Gallicchio, V Lomonaco
arXiv preprint arXiv:2105.07674, 2021
62021
Learning style-aware symbolic music representations by adversarial autoencoders
A Valenti, A Carta, D Bacciu
arXiv preprint arXiv:2001.05494, 2020
62020
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
62018
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, 2022
52022
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
42021
Learning a latent space of style-aware symbolic music representations by adversarial autoencoders
A Valenti, A Carta, D Bacciu
42020
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
32022
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
32017
AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving
V De Caro, S Bano, A Machumilane, A Gotta, P Cassarą, A Carta, ...
2022 IEEE International Conference on Pervasive Computing and Communications …, 2022
22022
Practical Recommendations for Replay-based Continual Learning Methods
G Merlin, V Lomonaco, A Cossu, A Carta, D Bacciu
arXiv preprint arXiv:2203.10317, 2022
22022
Avalanche RL: A Continual Reinforcement Learning Library
N Lucchesi, A Carta, V Lomonaco, D Bacciu
International Conference on Image Analysis and Processing, 524-535, 2022
22022
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
22022
Encoding-based memory modules for recurrent neural networks
A Carta, A Sperduti, D Bacciu
arXiv preprint arXiv:2001.11771, 2020
22020
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