Publications

Enrico Meloni, Lapo Faggi, Simone Marullo, Alessandro Betti, Matteo Tiezzi, Marco Gori, Stefano Melacci (2022). PARTIME: Scalable and Parallel Processing Over Time with Deep Neural Networks. IEEE International Conference on Machine Learning and Applications (ICMLA) 2022.

arXiv

Matteo Tiezzi, Simone Marullo, Lapo Faggi, Enrico Meloni, Alessandro Betti, Stefano Melacci (2022). Stochastic Coherence Over Attention Trajectory For Continuous Learning In Video Streams. 31st International Joint Conference on Artificial Intelligence (IJCAI-ECAI 2022).

arXiv

Enrico Meloni, Matteo Tiezzi, Luca Pasqualini, Marco Gori, Stefano Melacci (2021). Messing Up 3D Virtual Environments: Transferable Adversarial 3D Objects. IEEE International Conference on Machine Learning and Applications (ICMLA) 2021.

IEEE Xplore arXiv

Enrico Meloni, Alessandro Betti, Lapo Faggi, Simone Marullo, Matteo Tiezzi, Stefano Melacci (2021). Evaluating Continual Learning Algorithms by Generating 3D Virtual Environments. International Workshop on Continual Semi-Supervised Learning (CSSL) at IJCAI 2021.

arXiv Springer

Andrea Zugarini, Enrico Meloni, Alessandro Betti, Andrea Panizza, Marco Corneli, Marco Gori (2020). An Optimal Control Approach to Learning in SIDARTHE Epidemic model (pre-print). *arXiv:2010.14878.

arXiv

Enrico Meloni, Luca Pasqualini, Matteo Tiezzi, Marco Gori, Stefano Melacci (2020). SAILenv: Learning in Virtual Visual Environments Made Simple.

IEEE Xplore arXiv

Marco Di Benedetto, Fabio Carrara, Enrico Meloni, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro (2020). Learning accurate personal protective equipment detection from virtual worlds. Multimedia Tools and Applications.

Springer

Enrico Meloni (2019). Using virtual worlds to train an object detector for personal protection equipment. ETD (archivio digitale delle tesi discusse presso l’Università di Pisa).

ETD Unipi

Marco Di Benedetto, Enrico Meloni, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro (2019). Learning safety equipment detection using virtual worlds. 2019 International Conference on Content-Based Multimedia Indexing (CBMI).

IEEE Xplore