LOMURNO, EUGENIO

LOMURNO, EUGENIO  

DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA  

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Titolo Data di pubblicazione Autori File
A Lightweight Neural Architecture Search Model for Medical Image Classification In corso di stampa L. XieE. LomurnoM. GambellaD. ArdagnaM. RoveriM. Matteucci +
Activity and Age Classification from Handwritten Samples Acquired with a Smart Ink Pen 1-gen-2022 Simone ToffoliE. LomurnoF. LunardiniMilad MalavoltiMatteo MatteucciSimona Ferrante +
Anticipate, Ensemble and Prune: Improving Convolutional Neural Networks via Aggregated Early Exits 1-gen-2023 Sarti, SimoneLomurno, EugenioMatteucci, Matteo
Bridging the gap: enhancing the utility of synthetic data via post-processing techniques 1-gen-2023 Andrea LampisEugenio LomurnoMatteo Matteucci
Deep Learning and Procrustes Analysis for Early Dysgraphia Risk Detection with a Tablet Application 1-gen-2023 Lomurno, EugenioDui, Linda GretaGatto, MadhuriiBollettino, MatteoMatteucci, MatteoFerrante, Simona
Discriminative adversarial privacy: balancing accuracy and membership privacy in neural networks 1-gen-2023 Eugenio LomurnoAlberto ArchettiMatteo Matteucci +
Enhancing Once-For-All: A Study on Parallel Blocks, Skip Connections and Early Exits 1-gen-2023 Sarti, SimoneLomurno, EugenioFalanti, AndreaMatteucci, Matteo
Harnessing the computing continuum across personalized healthcare, maintenance and inspection, and Farming 4.0 1-gen-2024 E. LomurnoA. ArchettiD. ArdagnaM. Matteucci +
Heterogeneous Datasets for Federated Survival Analysis Simulation 1-gen-2023 Alberto ArchettiEugenio LomurnoFrancesco LattariMatteo Matteucci +
Heterogeneous Datasets for Federated Survival Analysis Simulation 1-gen-2023 Archetti A.Lomurno E.Lattari F.Matteucci M. +
Identification and characterization of learning weakness from drawing analysis at the pre-literacy stage 1-gen-2022 Dui, Linda GretaLomurno, EugenioLunardini, FrancescaCampi, AlessandroMatteucci, MatteoFerrante, Simona +
Improving Multi-View Stereo via Super-Resolution 1-gen-2022 Lomurno, EugenioRomanoni, AndreaMatteucci, Matteo
Neural Architecture Transfer 2: A Paradigm for Improving Efficiency in Multi-Objective Neural Architecture Search In corso di stampa S. SartiE. LomurnoM. Matteucci
On the utility and protection of optimization with differential privacy and classic regularization techniques 1-gen-2023 Eugenio LomurnoMatteo Matteucci
Pareto-Optimal Progressive Neural Architecture Search 1-gen-2021 D. ArdagnaE. LomurnoM. MatteucciS. Samele
POPNASv2: An Efficient Multi-Objective Neural Architecture Search Technique 1-gen-2022 Andrea FalantiEugenio LomurnoStefano SameleDanilo ArdagnaMatteo Matteucci
POPNASv3: A pareto-optimal neural architecture search solution for image and time series classification 1-gen-2023 Falanti A.Lomurno E.Ardagna D.Matteucci M.
SGDE: Secure Generative Data Exchange for Cross-Silo Federated Learning 1-gen-2022 Eugenio LomurnoAlberto ArchettiLorenzo CazzellaStefano SameleLeonardo Di pErnaMatteo Matteucci
Stable Diffusion Dataset Generation for Downstream Classification Tasks In corso di stampa Eugenio LomurnoMatteo D'OriaMatteo Matteucci
Two Steps Forward and One Behind: Rethinking Time Series Forecasting with Deep Learning 1-gen-2024 Lomurno, EugenioMatteucci, Matteo +