Massimo Pavan

Massimo Pavan

Ph.D. student @Politecnico di Milano, AI-Tech-Research-Lab

Publications

Unveiling the Potential of Tiny Machine Learning for Enhanced People Counting in UWB Radar Data

Published in European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) 2023, Turin (IT), 2023, Congress proceedings, 2023

A TinyML solution for people counting with UWB-radar.

Recommended citation: M. Pavan, L. Gonzalez Navarro, A. Caltabiano, M. Roveri (2023). &quot Unveiling the Potential of Tiny Machine Learning for Enhanced People Counting in UWB Radar Data &quot ECML PKDD 2023 Congress Procedings. 1(1).

TyBox: an automatic design and code-generation toolbox for TinyML incremental on-device learning

Published in ACM Transactions on Embedded Computing Systems - Special Issue on TinyML, 2023

An On-device learning toolbox for the automatic conversion of a static tinyML solution to an incremental learning one.

Recommended citation: Pavan, M., Ostrovan, E., Caltabiano, A., Roveri, M. (2023). "TyBox: an automatic design and code-generation toolbox for TinyML incremental on-device learning" ACM Transactions on Embedded Computing Systems - Special Issue on TinyML. 1(3). https://dl.acm.org/doi/10.1145/3604566