SHALBY, HAZEM HESHAM YOUSEF
SHALBY, HAZEM HESHAM YOUSEF
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
Dendron: Enhancing Human Activity Recognition With on-Device Tinyml Learning
2025-01-01 Shalby, Hazem Hesham Yousef; Roveri, Manuel
DQT: Dynamic Quantization Training via Dequantization-Free Nested Integer Arithmetic
2026-01-01 Shalby, Hazem Hesham Yousef; Pittorino, Fabrizio; Palermo, Francesca; Trojaniello, Diana; Roveri, Manuel
Efficient Human Activity Recognition: Machine Learning at the Sensor Level
2024-01-01 De Vecchi, A.; Scandelli, A.; Bossi, F.; Casadei, B. C.; Shalby, H. H. Y.; Boschi, M.; Villa, F.
InfoQ: Mixed-Precision Quantization via Global Information Flow
2026-01-01 Akbulut, Mehmet Emre; Shalby, Hazem Hesham Yousef; Pittorino, Fabrizio; Roveri, Manuel
On-Sensor Convolutional Neural Networks with Early-Exits
2025-01-01 Yousef Shalby, Hazem Hesham; De Vecchi, Arianna; Scandelli, Alice; Bartoli, Pietro; Trojaniello, Diana; Roveri, Manuel; Villa, Federica
StreamTinyNet: video streaming analysis with spatial-temporal TinyML
2024-01-01 Shalby, HAZEM HESHAM YOUSEF; Pavan, Massimo; Roveri, Manuel