Gianfranco Mauro

17 papers C 3Misc 1Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Exploiting Benford's Law for Weight Regularization of Deep Neural Networks.
Trans. Mach. Learn. Res.
Julius Ott, Huawei Sun, Enrico Rinaldi, Gianfranco Mauro, Lorenzo Servadei, Robert Wille
2024 C conf
Enhanced Radar Perception via Multi-Task Learning: Towards Refined Data for Sensor Fusion Applications.
IV
Huawei Sun, Hao Feng, Gianfranco Mauro, Julius Ott, Georg Stettinger, Lorenzo Servadei, Robert Wille
2024 J jnl
Enhanced Radar Perception via Multi-Task Learning: Towards Refined Data for Sensor Fusion Applications.
CoRR
Huawei Sun, Hao Feng, Gianfranco Mauro, Julius Ott, Georg Stettinger, Lorenzo Servadei, Robert Wille
2024 — conf
Wave Dynamic Time Warping Algorithm for Periodic Signal Similarity Estimation.
IEEE SENSORS
Evgenia Slivko, Gianfranco Mauro, Kay Bierzynski, Lorenzo Servadei, Robert Wille
2023 J jnl
Context-adaptable radar-based people counting via few-shot learning.
Appl. Intell.
Gianfranco Mauro, Ignacio Martinez-Rodriguez, Julius Ott, Lorenzo Servadei, Robert Wille, Manuel P. Cuéllar, Diego P. Morales-Santos
2023 J jnl
Few-Shot User-Adaptable Radar-Based Breath Signal Sensing.
Sensors
Gianfranco Mauro, Maria De Carlos Diez, Julius Ott, Lorenzo Servadei, Manuel P. Cuéllar, Diego P. Morales-Santos
2023 Misc conf
MEET: A Monte Carlo Exploration-Exploitation Trade-Off for Buffer Sampling.
ICASSP
Julius Ott, Lorenzo Servadei, Jose A. Arjona-Medina, Enrico Rinaldi, Gianfranco Mauro, Daniela Sanchez Lopera, Michael Stephan, Thomas Stadelmayer, Avik Santra, Robert Wille
2022 J jnl
Few-Shot User-Definable Radar-Based Hand Gesture Recognition at the Edge.
IEEE Access
Gianfranco Mauro, Mateusz Chmurski, Lorenzo Servadei, Manuel Pegalajar Cuéllar, Diego P. Morales-Santos
2022 — conf
Investigation for the Need of Traditional Data-Preprocessing when Applying Artificial Neural Networks to FMCW-Radar Data.
IWSSIP
Jakob Valtl, Javier Mendez, Gianfranco Mauro, Antonio J. Cabrera, Vadim Issakov
2022 J jnl
MEET: A Monte Carlo Exploration-Exploitation Trade-off for Buffer Sampling.
CoRR
Julius Ott, Lorenzo Servadei, Jose A. Arjona-Medina, Enrico Rinaldi, Gianfranco Mauro, Daniela Sanchez Lopera, Michael Stephan, Thomas Stadelmayer, Avik Santra, Robert Wille
2022 J jnl
RESEKRA: Remote Enrollment Using SEaled Keys for Remote Attestation.
Sensors
Ernesto Gómez-Marín, Luis Parrilla, Gianfranco Mauro, Antonio Escobar-Molero, Diego Pedro Morales, Encarnación Castillo
2022 C conf
Uncertainty-based Meta-Reinforcement Learning for Robust Radar Tracking.
ICMLA
Julius Ott, Lorenzo Servadei, Gianfranco Mauro, Thomas Stadelmayer, Avik Santra, Robert Wille
2022 J jnl
Uncertainty-based Meta-Reinforcement Learning for Robust Radar Tracking.
CoRR
Julius Ott, Lorenzo Servadei, Gianfranco Mauro, Thomas Stadelmayer, Avik Santra, Robert Wille
2021 J jnl
Air-Writing Character Recognition with Ultrasonic Transceivers.
Sensors
Borja Saez-Mingorance, Javier Mendez-Gomez, Gianfranco Mauro, Encarnación Castillo Morales, Manuel Pegalajar Cuéllar, Diego P. Morales-Santos
2021 J jnl
Highly-Optimized Radar-Based Gesture Recognition System with Depthwise Expansion Module.
Sensors
Mateusz Chmurski, Gianfranco Mauro, Avik Santra, Mariusz Zubert, Gökberk Dagasan
2021 — conf
One-Shot Meta-learning for Radar-Based Gesture Sequences Recognition.
ICANN (2)
Gianfranco Mauro, Mateusz Chmurski, Muhammad Arsalan, Mariusz Zubert, Vadim Issakov
2021 C conf
Radar-Based Gesture Recognition System using Spiking Neural Network.
ETFA
Muhammad Arsalan, Avik Santra, Mateusz Chmurski, Moamen El-Masry, Gianfranco Mauro, Vadim Issakov