LOMURNO, EUGENIO
LOMURNO, EUGENIO
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
A Lightweight Neural Architecture Search Model for Medical Image Classification
In corso di stampa Xie, L.; Lomurno, E.; Gambella, M.; Ardagna, D.; Roveri, M.; Matteucci, M.; Shi, Q.
Activity and Age Classification from Handwritten Samples Acquired with a Smart Ink Pen
2022-01-01 Toffoli, Simone; Lomurno, E.; Lunardini, F.; Galan, Carmen; Caceres, Pilar; Farace, Stefania; Malavolti, Milad; Matteucci, Matteo; Ferrante, Simona
Anticipate, Ensemble and Prune: Improving Convolutional Neural Networks via Aggregated Early Exits
2023-01-01 Sarti, Simone; Lomurno, Eugenio; Matteucci, Matteo
Bridging the gap: enhancing the utility of synthetic data via post-processing techniques
2023-01-01 Lampis, Andrea; Lomurno, Eugenio; Matteucci, Matteo
Deep Learning and Procrustes Analysis for Early Dysgraphia Risk Detection with a Tablet Application
2023-01-01 Lomurno, Eugenio; Dui, Linda Greta; Gatto, Madhurii; Bollettino, Matteo; Matteucci, Matteo; Ferrante, Simona
Discriminative adversarial privacy: balancing accuracy and membership privacy in neural networks
2023-01-01 Lomurno, Eugenio; Archetti, Alberto; Ausonio, Francesca; Matteucci, Matteo
Enhancing Once-For-All: A Study on Parallel Blocks, Skip Connections and Early Exits
2023-01-01 Sarti, Simone; Lomurno, Eugenio; Falanti, Andrea; Matteucci, Matteo
Harnessing the computing continuum across personalized healthcare, maintenance and inspection, and Farming 4.0
2024-01-01 Baghdadi, F.; Cirillo, D.; Lezzi, D.; Lordan, F.; Vazquez, F.; Lomurno, E.; Archetti, A.; Ardagna, D.; Matteucci, M.
Heterogeneous Datasets for Federated Survival Analysis Simulation
2023-01-01 Archetti, A.; Lomurno, E.; Lattari, F.; Martin, A.; Matteucci, M.
Heterogeneous Datasets for Federated Survival Analysis Simulation
2023-01-01 Archetti, Alberto; Lomurno, Eugenio; Lattari, Francesco; Martin, André; Matteucci, Matteo
Identification and characterization of learning weakness from drawing analysis at the pre-literacy stage
2022-01-01 Dui, Linda Greta; Lomurno, Eugenio; Lunardini, Francesca; Termine, Cristiano; Campi, Alessandro; Matteucci, Matteo; Ferrante, Simona
Improving Multi-View Stereo via Super-Resolution
2022-01-01 Lomurno, Eugenio; Romanoni, Andrea; Matteucci, Matteo
Neural Architecture Transfer 2: A Paradigm for Improving Efficiency in Multi-Objective Neural Architecture Search
In corso di stampa Sarti, S.; Lomurno, E.; Matteucci, M.
On the utility and protection of optimization with differential privacy and classic regularization techniques
2023-01-01 Lomurno, Eugenio; Matteucci, Matteo
Pareto-Optimal Progressive Neural Architecture Search
2021-01-01 Ardagna, D.; Lomurno, E.; Matteucci, M.; Samele, S.
POPNASv2: An Efficient Multi-Objective Neural Architecture Search Technique
2022-01-01 Falanti, Andrea; Lomurno, Eugenio; Samele, Stefano; Ardagna, Danilo; Matteucci, Matteo
POPNASv3: A pareto-optimal neural architecture search solution for image and time series classification
2023-01-01 Falanti, A.; Lomurno, E.; Ardagna, D.; Matteucci, M.
SGDE: Secure Generative Data Exchange for Cross-Silo Federated Learning
2022-01-01 Lomurno, Eugenio; Archetti, Alberto; Cazzella, Lorenzo; Samele, Stefano; Di PERNA, Leonardo; Matteucci, Matteo
Stable Diffusion Dataset Generation for Downstream Classification Tasks
In corso di stampa Lomurno, Eugenio; D'Oria, Matteo; Matteucci, Matteo
Two Steps Forward and One Behind: Rethinking Time Series Forecasting with Deep Learning
2024-01-01 Ughi, Riccardo; Lomurno, Eugenio; Matteucci, Matteo