Gianfranco Mauro

According to our database, Gianfranco Mauro authored at least 14 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Exploiting Benford's Law for Weight Regularization of Deep Neural Networks.

Julius Ott, Huawei Sun, Enrico Rinaldi, Gianfranco Mauro, Lorenzo Servadei, Robert Wille

Trans. Mach. Learn. Res., 2025

2024

Enhanced Radar Perception via Multi-Task Learning: Towards Refined Data for Sensor Fusion Applications.

Huawei Sun, Hao Feng, Gianfranco Mauro, Julius Ott, Georg Stettinger, Lorenzo Servadei, Robert Wille

Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

Wave Dynamic Time Warping Algorithm for Periodic Signal Similarity Estimation.

Evgenia Slivko, Gianfranco Mauro, Kay Bierzynski, Lorenzo Servadei, Robert Wille

Proceedings of the 2024 IEEE SENSORS, Kobe, Japan, October 20-23, 2024, 2024

2023

Context-adaptable radar-based people counting via few-shot learning.

Gianfranco Mauro, Ignacio Martinez-Rodriguez, Julius Ott, Lorenzo Servadei, Robert Wille, Manuel P. Cuéllar, Diego P. Morales-Santos

Appl. Intell., November, 2023

Few-Shot User-Adaptable Radar-Based Breath Signal Sensing.

Gianfranco Mauro, Maria De Carlos Diez, Julius Ott, Lorenzo Servadei, Manuel P. Cuéllar, Diego P. Morales-Santos

Sensors, January, 2023

MEET: A Monte Carlo Exploration-Exploitation Trade-Off for Buffer Sampling.

Julius Ott, Lorenzo Servadei, Jose A. Arjona-Medina, Enrico Rinaldi, Gianfranco Mauro, Daniela Sanchez Lopera, Michael Stephan, Thomas Stadelmayer, Avik Santra, Robert Wille

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

RESEKRA: Remote Enrollment Using SEaled Keys for Remote Attestation.

Ernesto Gómez-Marín, Luis Parrilla, Gianfranco Mauro, Antonio Escobar-Molero, Diego Pedro Morales, Encarnación Castillo

Sensors, 2022

Few-Shot User-Definable Radar-Based Hand Gesture Recognition at the Edge.

Gianfranco Mauro, Mateusz Chmurski, Lorenzo Servadei, Manuel Pegalajar Cuéllar, Diego P. Morales-Santos

IEEE Access, 2022

Investigation for the Need of Traditional Data-Preprocessing when Applying Artificial Neural Networks to FMCW-Radar Data.

Jakob Valtl, Javier Mendez, Gianfranco Mauro, Antonio J. Cabrera, Vadim Issakov

Proceedings of the 29th International Conference on Systems, Signals and Image Processing, 2022

Uncertainty-based Meta-Reinforcement Learning for Robust Radar Tracking.

Julius Ott, Lorenzo Servadei, Gianfranco Mauro, Thomas Stadelmayer, Avik Santra, Robert Wille

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2021

Air-Writing Character Recognition with Ultrasonic Transceivers.

Borja Saez-Mingorance, Javier Mendez-Gomez, Gianfranco Mauro, Encarnación Castillo Morales, Manuel Pegalajar Cuéllar, Diego P. Morales-Santos

Sensors, 2021

Highly-Optimized Radar-Based Gesture Recognition System with Depthwise Expansion Module.

Mateusz Chmurski, Gianfranco Mauro, Avik Santra, Mariusz Zubert, Gökberk Dagasan

Sensors, 2021

One-Shot Meta-learning for Radar-Based Gesture Sequences Recognition.

Gianfranco Mauro, Mateusz Chmurski, Muhammad Arsalan, Mariusz Zubert, Vadim Issakov

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

Radar-Based Gesture Recognition System using Spiking Neural Network.

Muhammad Arsalan, Avik Santra, Mateusz Chmurski, Moamen El-Masry, Gianfranco Mauro, Vadim Issakov

Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation, 2021