Andrea Cossu
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
17
Venues
6
Active years
2020–2026
Best venue rank
A*
Where they publish
Papers
17 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ESANN | Random Unicycle Network (RUN!): supercharging harmonic oscillator networks via non-holonomic constraints. | Mariano Ramrez Montero, Andrea Ceni, Andrea Cossu, Davide Bacciu, Claudio Gallicchio, Cosimo Della Santina |
| 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 | ESANN | Don't drift away: Advances and Applications of Streaming and Continual Learning. | Andrea Cossu, Davide Bacciu, Alessio Bernardo, Emanuele Della Valle, Alexander Gepperth, Federico Giannini, Barbara Hammer, Giacomo Ziffer |
| 2025 | GECCO | Lifelong Evolution of Swarms. | Lorenzo Leuzzi, Davide Bacciu, Sabine Hauert, Simon Jones, Andrea Cossu |
| 2024 | AISTATS | Random Oscillators Network for Time Series Processing. | Andrea Ceni, Andrea Cossu, Maximilian W. Stlzle, Jingyue Liu, Cosimo Della Santina, Davide Bacciu, Claudio Gallicchio |
| 2024 | CVPR | Calibration of Continual Learning Models. | Lanpei Li, Elia Piccoli, Andrea Cossu, Davide Bacciu, Vincenzo Lomonaco |
| 2024 | ESANN | Towards Deep Continual Workspace Monitoring: Performance Evaluation of CL Strategies for Object Detection in Working Sites. | Asli elik, Oguzhan Urhan, Andrea Cossu, Vincenzo Lomonaco |
| 2024 | ESANN | Enhancing Echo State Networks with Gradient-based Explainability Methods. | Francesco Spinnato, Andrea Cossu, Riccardo Guidotti, Andrea Ceni, Claudio Gallicchio, Davide Bacciu |
| 2023 | ESANN | A Protocol for Continual Explanation of SHAP. | Andrea Cossu, Francesco Spinnato, Riccardo Guidotti, Davide Bacciu |
| 2022 | CVPR | Ex-Model: Continual Learning from a Stream of Trained Models. | Antonio Carta, Andrea Cossu, Vincenzo Lomonaco, Davide Bacciu |
| 2022 | ESANN | Continual Learning for Human State Monitoring. | Federico Matteoni, Andrea Cossu, Claudio Gallicchio, 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 |
| 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 | IJCNN | Continual Learning with Gated Incremental Memories for sequential data processing. | Andrea Cossu, Antonio Carta, Davide Bacciu |