Vincenzo Lomonaco
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
21
Venues
11
Active years
2016–2025
Best venue rank
A*
Where they publish
Papers
21 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | PDP | Adaptive AI-based Decentralized Resource Management in the Cloud-Edge Continuum. | Lanpei Li, Jack Bell, Massimo Coppola, Vincenzo Lomonaco |
| 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 | HPDC | TEACHING Platform for Human-Centric Autonomous Applications: Design and Overview. | Valerio De Caro, Christos Chronis, Massimo Coppola, Vincenzo Lomonaco, Claudio Gallicchio, Konstantinos Tserpes, Davide Bacciu |
| 2023 | ICASSP | Prediction of Driver's Stress Affection in Simulated Autonomous Driving Scenarios. | Valerio De Caro, Herbert Danzinger, Claudio Gallicchio, Clemens Knczl, Vincenzo Lomonaco, Mina Marmpena, Sevasti Politi, Omar Veledar, Davide Bacciu |
| 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 |
| 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 | 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 | 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 |
| 2021 | ESANN | Continual Learning at the Edge: Real-Time Training on Smartphone Devices. | Lorenzo Pellegrini, Vincenzo Lomonaco, Gabriele Graffieti, Davide Maltoni |
| 2020 | CVPR | Continual Reinforcement Learning in 3D Non-stationary Environments. | Vincenzo Lomonaco, Karan Desai, Eugenio Culurciello, Davide Maltoni |
| 2020 | CVPR | Rehearsal-Free Continual Learning over Small Non-I.I.D. Batches. | Vincenzo Lomonaco, Davide Maltoni, Lorenzo Pellegrini |
| 2020 | IROS | Latent Replay for Real-Time Continual Learning. | Lorenzo Pellegrini, Gabriele Graffieti, Vincenzo Lomonaco, Davide Maltoni |
| 2020 | ICRA | OpenLORIS-Object: A Robotic Vision Dataset and Benchmark for Lifelong Deep Learning. | Qi She, Fan Feng, Xinyue Hao, Qihan Yang, Chuanlin Lan, Vincenzo Lomonaco, Xuesong Shi, Zhengwei Wang, Yao Guo, Yimin Zhang, Fei Qiao, Rosa H. M. Chan |
| 2018 | PERCOM | Custom Dual Transportation Mode Detection By Smartphone Devices Exploiting Sensor Diversity. | Claudia Carpineti, Vincenzo Lomonaco, Luca Bedogni, Marco Di Felice, Luciano Bononi |
| 2017 | CoRL | CORe50: a New Dataset and Benchmark for Continuous Object Recognition. | Vincenzo Lomonaco, Davide Maltoni |
| 2016 | ICPR | Semi-supervised tuning from temporal coherence. | Davide Maltoni, Vincenzo Lomonaco |