Giulia Castagnolo

11 papers B 2Journal 4Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
Advanced Knowledge Distillation Pipeline with Dynamic Weighted-Smoothed Loss for a Robust Deep Network Deployment in Resource-Constrained Embedded Systems.
MetroXRAINE
Francesco Rundo, Giulia Castagnolo, Carmelo Pino, Massimo Orazio Spata, Angelo Alberto Messina, Michele Calabretta, Sebastiano Battiato
2025 — conf
Advanced Non-Local Pipeline for Domain-Adapted Intelligent Power Device Defects Analysis for a Robust Traction Inverter in Next Generation Electric Cars.
MetroXRAINE
Carmelo Pino, Francesco Rundo, Giulia Castagnolo, Massimo Orazio Spata, Angelo Alberto Messina, Michele Calabretta, Sebastiano Battiato
2025 B conf
Attention-Enhanced Convolutional Deep Architecture with Adaptive Jacobian Regularization for Joint Multi-Modal Optical and X-Ray Screening of Silicon-Carbide Power Devices.
IJCNN
Francesco Rundo, Carmelo Pino, Giulia Castagnolo, Angelo Alberto Messina, Michele Calabretta, Sebastiano Battiato
2025 — conf
Distillo Framework: A Novel Knowledge Distillation Platform for Advanced Intelligent Solution Deployment Over Automotive-Grade Devices.
MetroAutomotive
Giulia Castagnolo, Carmelo Pino, Angelo Alberto Messina, Salvatore Patanè, F. Garesci, Moreno d'Ambrosio, Sebastiano Battiato, Francesco Rundo
2025 — conf
Silicon-Carbide Power Device X-Ray Screening via Attention-Based Deep Network for a Robust Traction-Inverter in Electric Vehicles.
MetroAutomotive
Francesco Rundo, Giulia Castagnolo, Carmelo Pino, Massimo Orazio Spata, Angelo Alberto Messina, Sebastiano Battiato
2024 — conf
Intelligent Electrical Assessment of Silicon and Silicon Carbide Wafers for Power Applications in Automotive Field.
MetroAutomotive
Francesco Rundo, Michele Calabretta, Michael Sebastian Rundo, Giulia Castagnolo, Carmelo Pino, Sebastiano Battiato, Angelo Alberto Messina
2023 B conf
A Baseline on Continual Learning Methods for Video Action Recognition.
ICIP
Giulia Castagnolo, Concetto Spampinato, Francesco Rundo, Daniela Giordano, Simone Palazzo
2023 J jnl
A baseline on continual learning methods for video action recognition.
CoRR
Giulia Castagnolo, Concetto Spampinato, Francesco Rundo, Daniela Giordano, Simone Palazzo
2023 J jnl
Cow Behavioural Activities in Extensive Farms: Challenges of Adopting Automatic Monitoring Systems.
Sensors
Dominga Mancuso, Giulia Castagnolo, Simona M. C. Porto
2023 J jnl
Intelligent Traction Inverter in Next Generation Electric Vehicles: The Health Monitoring of Silicon-Carbide Power Modules.
IEEE Trans. Intell. Veh.
Carmelo Pino, Alessandro Sitta, Giulia Castagnolo, Angelo Alberto Messina, Salvatore Coffa, Michele Calabretta, Fabio Scotti, Angelo Genovese, Vincenzo Piuri, Concetto Spampinato, Francesco Rundo
2023 J jnl
Low-power networks and GIS analyses for monitoring the site use of grazing cattle.
Comput. Electron. Agric.
Dominga Mancuso, Giulia Castagnolo, Monica C. M. Parlato, Francesca Valenti, Simona M. C. Porto