Antonio Carta
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
17
Venues
13
Active years
2019–2026
Best venue rank
A*
Where they publish
Papers
17 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | GECCO | Continual Evolution Strategies in Control Tasks. | Nicola Pitzalis, Eleni Nisioti, Antonio Carta, Davide Bacciu, Andrea Cossu |
| 2025 | ESANN | Replay-free Online Continual Learning with Self-Supervised MultiPatches. | Giovanni A. Cignoni, Andrea Cossu, Alexandra Gomez-Villa, Joost van de Weijer, Antonio Carta |
| 2025 | ICML | Online Curvature-Aware Replay: Leveraging 2nd Order Information for Online Continual Learning. | Edoardo Urettini, Antonio Carta |
| 2024 | CIKM | GAS-Norm: Score-Driven Adaptive Normalization for Non-Stationary Time Series Forecasting in Deep Learning. | Edoardo Urettini, Daniele Atzeni, Reshawn Ramjattan, Antonio Carta |
| 2023 | ICASSP | AI-Toolkit: A Microservices Architecture for Low-Code Decentralized Machine Intelligence. | Vincenzo Lomonaco, Valerio De Caro, Claudio Gallicchio, Antonio Carta, Christos Sardianos, Iraklis Varlamis, Konstantinos Tserpes, Massimo Coppola, Mina Marmpena, Sevasti Politi, Erwin Schoitsch, Davide Bacciu |
| 2023 | ICCV | A Simple Recipe to Meta-Learn Forward and Backward Transfer. | Edoardo Cetin, Antonio Carta, Oya eliktutan |
| 2023 | SAFECOMP | Safety and Robustness for Deep Neural Networks: An Automotive Use Case. | Davide Bacciu, Antonio Carta, Claudio Gallicchio, Christoph Schmittner |
| 2022 | CVPR | Ex-Model: Continual Learning from a Stream of Trained Models. | Antonio Carta, Andrea Cossu, Vincenzo Lomonaco, Davide Bacciu |
| 2022 | ICIAP | Avalanche RL: A Continual Reinforcement Learning Library. | Nicol Lucchesi, Antonio Carta, Vincenzo Lomonaco, Davide Bacciu |
| 2022 | ICIAP | Practical Recommendations for Replay-Based Continual Learning Methods. | Gabriele Merlin, Vincenzo Lomonaco, Andrea Cossu, Antonio Carta, Davide Bacciu |
| 2022 | IJCNN | Sample Condensation in Online Continual Learning. | Mattia Sangermano, Antonio Carta, Andrea Cossu, Davide Bacciu |
| 2022 | PERCOM | AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving. | Valerio De Caro, Saira Bano, Achilles Machumilane, Alberto Gotta, Pietro Cassar, Antonio Carta, Rudy Semola, Christos Sardianos, Christos Chronis, Iraklis Varlamis, Konstantinos Tserpes, Vincenzo Lomonaco, Claudio Gallicchio, Davide Bacciu |
| 2021 | CVPR | Avalanche: An End-to-End Library for Continual Learning. | Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido M. van de Ven, Martin Mundt, Qi She, Keiland W. Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German Ignacio Parisi, Fabio Cuzzolin, Andreas S. Tolias, Simone Scardapane, Luca Antiga, Subutai Ahmad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni |
| 2021 | ESANN | Continual Learning with Echo State Networks. | Andrea Cossu, Davide Bacciu, Antonio Carta, Claudio Gallicchio, Vincenzo Lomonaco |
| 2020 | ECAI | Learning Style-Aware Symbolic Music Representations by Adversarial Autoencoders. | Andrea Valenti, Antonio Carta, Davide Bacciu |
| 2020 | IJCNN | Continual Learning with Gated Incremental Memories for sequential data processing. | Andrea Cossu, Antonio Carta, Davide Bacciu |
| 2019 | ICANN | Linear Memory Networks. | Davide Bacciu, Antonio Carta, Alessandro Sperduti |