Massimo Pavan

16 papers B 4Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
EmbBERT: Attention under 2 MB memory.
Neural Networks
Riccardo Bravin, Massimo Pavan, Hazem Hesham Yousef Shalby, Fabrizio Pittorino, Manuel Roveri
2025 J jnl
Big Data, Machine Learning, and Personalization in Health Systems: Ethical Issues and Emerging Trade-Offs.
Sci. Eng. Ethics
Stefano Canali, Alessandro Falcetta, Massimo Pavan, Manuel Roveri, Viola Schiaffonati
2025 J jnl
EmbBERT-Q: Breaking Memory Barriers in Embedded NLP.
CoRR
Riccardo Bravin, Massimo Pavan, Hazem Hesham Yousef Shalby, Fabrizio Pittorino, Manuel Roveri
2025 B conf
TActiLE: Tiny Active LEarning for wearable devices.
IJCNN
Massimo Pavan, Claudio Galimberti, Manuel Roveri
2025 J jnl
TActiLE: Tiny Active LEarning for wearable devices.
CoRR
Massimo Pavan, Claudio Galimberti, Manuel Roveri
2024 B conf
StreamTinyNet: video streaming analysis with spatial-temporal TinyML.
IJCNN
Hazem Hesham Yousef Shalby, Massimo Pavan, Manuel Roveri
2024 J jnl
StreamTinyNet: video streaming analysis with spatial-temporal TinyML.
CoRR
Hazem Hesham Yousef Shalby, Massimo Pavan, Manuel Roveri
2024 — conf
TinyML4D: Scaling Embedded Machine Learning Education in the Developing World.
AAAI Spring Symposia
Brian Plancher, Sebastian Büttrich, Jeremy Ellis, Neena Goveas, Laila D. Kazimierski, Jesús Alfonso López Sotelo, Milan Lukic, Diego Mendez, Rosdiadee Nordin, Andrés Oliva Trevisan, Massimo Pavan, Manuel Roveri, Marcus Rüb, Jackline Tum, Marian Verhelst, Salah Abdeljabar, Segun Adebayo, Thomas Amberg, Halleluyah Oluwatobi Aworinde, José Bagur, Gregg Barrett, Nabil Benamar, Bharat S. Chaudhari, Ronald Criollo, David Cuartielles, José A. Ferreira Filho, Solomon Gizaw, Evgeni Gousev, Alessandro Grande, Shawn Hymel, Peter Ing, Prashant Manandhar, Pietro Manzoni, Boris Murmann, Eric Pan, Rytis Paskauskas, Ermanno Pietrosemoli, Tales C. Pimenta, Marcelo Rovai, Marco Zennaro, Vijay Janapa Reddi
2024 — conf
TinySV: Speaker Verification in TinyML with On-device Learning.
AIMLSystems
Massimo Pavan, Gioele Mombelli, Francesco Sinacori, Manuel Roveri
2024 J jnl
TinySV: Speaker Verification in TinyML with On-device Learning.
CoRR
Massimo Pavan, Gioele Mombelli, Francesco Sinacori, Manuel Roveri
2024 J jnl
TyBox: An Automatic Design and Code Generation Toolbox for TinyML Incremental On-Device Learning.
ACM Trans. Embed. Comput. Syst.
Massimo Pavan, Eugeniu Ostrovan, Armando Caltabiano, Manuel Roveri
2023 B conf
To Personalize or Not To Personalize? Soft Personalization and the Ethics of ML for Health.
DSAA
Alessandro Falcetta, Massimo Pavan, Stefano Canali, Viola Schiaffonati, Manuel Roveri
2023 — conf
Unveiling the Potential of Tiny Machine Learning for Enhanced People Counting in UWB Radar Data.
PKDD/ECML Workshops (4)
Massimo Pavan, Luis González Navarro, Armando Caltabiano, Manuel Roveri
2022 — conf
On-device Subject Recognition in UWB-radar Data with Tiny Machine Learning.
CPS Summer School, PhD Workshop
Massimo Pavan, Armando Caltabiano, Manuel Roveri
2022 B conf
TinyML for UWB-radar based presence detection.
IJCNN
Massimo Pavan, Armando Caltabiano, Manuel Roveri
1988 J jnl
Task to task communication and resource sharing in a geographically distributed network.
Microprocess. Microprogramming
Massimo Spalla, Arnaldo Fornasiero, Fiore Della Rosa, Massimo Pavan