SGDE: Secure generative data exchange for cross-silo federated learning E Lomurno, A Archetti, L Cazzella, S Samele, L Di Perna, M Matteucci Proceedings of the 2022 5th International Conference on Artificial …, 2022 | 15* | 2022 |
Pareto-Optimal Progressive Neural Architecture Search E Lomurno, S Samele, M Matteucci, D Ardagna Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021 | 14 | 2021 |
POPNASv2: An Efficient Multi-Objective Neural Architecture Search Technique A Falanti, E Lomurno, S Samele, D Ardagna, M Matteucci 2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022 | 10 | 2022 |
Deep Learning and Procrustes Analysis for Early Dysgraphia Risk Detection with a Tablet Application E Lomurno, LG Dui, M Gatto, M Bollettino, M Matteucci, S Ferrante Life 13, 598, 2023 | 8 | 2023 |
Identification and characterization of learning weakness from drawing analysis at the pre-literacy stage LG Dui, E Lomurno, F Lunardini, C Termine, A Campi, M Matteucci, ... Scientific Reports 12 (1), 21624, 2022 | 8 | 2022 |
Popnasv3: a pareto-optimal neural architecture search solution for image and time series classification A Falanti, E Lomurno, D Ardagna, M Matteucci Applied Soft Computing 145, 110555, 2023 | 6 | 2023 |
Anticipate, Ensemble and Prune: Improving Convolutional Neural Networks via Aggregated Early Exits S Sarti, E Lomurno, M Matteucci Procedia Computer Science 222, 519-528, 2023 | 5 | 2023 |
Heterogeneous datasets for federated survival analysis simulation A Archetti, E Lomurno, F Lattari, A Martin, M Matteucci Companion of the 2023 ACM/SPEC International Conference on Performance …, 2023 | 4 | 2023 |
Improving multi-view stereo via super-resolution E Lomurno, A Romanoni, M Matteucci International Conference on Image Analysis and Processing, 102-113, 2022 | 4 | 2022 |
Enhancing Once-For-All: A Study on Parallel Blocks, Skip Connections and Early Exits S Sarti, E Lomurno, A Falanti, M Matteucci 2023 International Joint Conference on Neural Networks (IJCNN), 1-9, 2023 | 3 | 2023 |
Bridging the Gap: Enhancing the Utility of Synthetic Data via Post-Processing Techniques A Lampis, E Lomurno, M Matteucci 2023 British Machine Vision Conference (BMVC), 2023 | 3 | 2023 |
On the utility and protection of optimization with differential privacy and classic regularization techniques E Lomurno, M Matteucci International Conference on Machine Learning, Optimization, and Data Science …, 2022 | 3 | 2022 |
Two Steps Forward and One Behind: Rethinking Time Series Forecasting with Deep Learning R Ughi, E Lomurno, M Matteucci International Conference on Machine Learning, Optimization, and Data Science, 2023 | 1 | 2023 |
Discriminative Adversarial Privacy: Balancing Accuracy and Membership Privacy in Neural Networks E Lomurno, A Archetti, F Ausonio, M Matteucci 2023 British Machine Vision Conference (BMVC), 2023 | 1 | 2023 |
Activity and Age Classification from Handwritten Samples Acquired with a Smart Ink Pen S Toffoli, E Lomurno, F Lunardini, C Galan, P Caceres, S Farace, ... BHI 2022, International Conference on Biomedical and Health Informatics, 2022 | 1 | 2022 |
A Lightweight Neural Architecture Search Model for Medical Image Classification L Xie, E Lomurno, M Gambella, D Ardagna, M Roveri, M Matteucci, Q Shi arXiv preprint arXiv:2405.03462, 2024 | | 2024 |
Stable Diffusion Dataset Generation for Downstream Classification Tasks E Lomurno, M D'Oria, M Matteucci arXiv preprint arXiv:2405.02698, 2024 | | 2024 |
Automatic Spontaneous Speech Analysis for the Detection of Cognitive Functional Decline in Older Adults: Multilanguage Cross-Sectional Study E Ambrosini, C Giangregorio, E Lomurno, S Moccia, M Milis, C Loizou, ... JMIR Aging 7, e50537, 2024 | | 2024 |
Neural Architecture Transfer 2: A Paradigm for Improving Efficiency in Multi-Objective Neural Architecture Search S Sarti, E Lomurno, M Matteucci Engineering Archive, 2024 | | 2024 |
Harnessing the Computing Continuum across Personalized Healthcare, Maintenance and Inspection, and Farming 4.0 F Baghdadi, D Cirillo, D Lezzi, F Lordan, F Vazquez, E Lomurno, ... Engineering Archive, 2024 | | 2024 |