CARTA, ANTONIO Statistiche

CARTA, ANTONIO  

DIPARTIMENTO DI INFORMATICA  

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Titolo Data di pubblicazione Autore(i) File
AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving 1-gen-2022 De Caro, V.; Bano, S.; Machumilane, A.; Gotta, A.; Cassara, P.; Carta, A.; Semola, R.; Sardianos, C.; Chronis, C.; Varlamis, I.; Tserpes, K.; Lomonaco, V.; Gallicchio, C.; Bacciu, D.
Avalanche RL: A Continual Reinforcement Learning Library 1-gen-2022 Lucchesi, N.; Carta, A.; Lomonaco, V.; 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
Continual Learning with Gated Incremental Memories for sequential data processing 1-gen-2020 Cossu, A.; Carta, A.; Bacciu, D.
Design, synthesis, and biological screening of a series of 4'-fluoro-benzotriazole-acrylonitrile derivatives as microtubule-destabilising agents (MDAs) 1-gen-2022 Riu, Federico; Ibba, Roberta; Zoroddu, Stefano; Sestito, Simona; Lai, Michele; Piras, Sandra; Sanna, Luca; Bordoni, Valentina; Bagella, Luigi; Carta, Antonio
Encoding-based memory for recurrent neural networks 1-gen-2021 Carta, A.; Sperduti, A.; Bacciu, D.
Ex-Model: Continual Learning from a Stream of Trained Models 1-gen-2022 Carta, A.; Cossu, A.; Lomonaco, V.; Bacciu, D.
FA3L at SemEval-2017 Task 3: A ThRee Embeddings Recurrent Neural Network for Question Answering 1-gen-2017 Giuseppe, Attardi; Antonio, Carta; Federico, Errica; Andrea, Madotto; Ludovica, Pannitto
Incremental Training of a Recurrent Neural Network Exploiting a Multi-Scale Dynamic Memory 1-gen-2020 Carta, Antonio; Sperduti, Alessandro; Bacciu, Davide
Is Class-Incremental Enough for Continual Learning? 1-gen-2022 Cossu, Andrea; Graffieti, Gabriele; Pellegrini, Lorenzo; Maltoni, Davide; Bacciu, Davide; Carta, Antonio; Lomonaco, Vincenzo
Learning Style-Aware Symbolic Music Representations by Adversarial Autoencoders 1-gen-2020 Valenti, Andrea; Carta, Antonio; Bacciu, Davide
Linear Memory Networks 1-gen-2019 Bacciu, D.; Carta, A.; Sperduti, A.
Practical Recommendations for Replay-Based Continual Learning Methods 1-gen-2022 Merlin, G.; Lomonaco, V.; Cossu, A.; Carta, A.; Bacciu, D.
Sequential Sentence Embeddings for Semantic Similarity 1-gen-2019 Bacciu, Davide; Carta, Antonio
Short-Term Memory Optimization in Recurrent Neural Networks by Autoencoder-based Initialization 1-gen-2020 Carta, Antonio; Sperduti, Alessandro; Bacciu, Davide
TEACHING-Trustworthy autonomous cyber-physical applications through human-centred intelligence 1-gen-2021 Bacciu, D.; Akarmazyan, S.; Armengaud, E.; Bacco, M.; Bravos, G.; Calandra, C.; Carlini, E.; Carta, A.; Cassara, P.; Coppola, M.; Davalas, C.; Dazzi, P.; Degennaro, M. C.; Di Sarli, D.; Dobaj, J.; Gallicchio, C.; Girbal, S.; Gotta, A.; Groppo, R.; Lomonaco, V.; Macher, G.; Mazzei, D.; Mencagli, G.; Michail, D.; Micheli, A.; Peroglio, R.; Petroni, S.; Potenza, R.; Pourdanesh, F.; Sardianos, C.; Tserpes, K.; Tagliabo, F.; Valtl, J.; Varlamis, I.; Veledar, O.
Towards Functional Safety Compliance of Recurrent Neural Networks 1-gen-2021 Bacciu, Davide; Carta, Antonio; Di Sarli, Daniele; Gallicchio, Claudio; Lomonaco, Vincenzo; Petroni, Salvatore