no code implementations • 6 Oct 2022 • Andrea Falanti, Eugenio Lomurno, Stefano Samele, Danilo Ardagna, Matteo Matteucci
With its sequential model-based optimization strategy, Progressive Neural Architecture Search (PNAS) represents a possible step forward to face this resources issue.
no code implementations • 29 Sep 2021 • Stefano Samele, Matteo Matteucci
In this work, we investigate a methodology to perform anomaly detection and localization on images.
no code implementations • 24 Sep 2021 • Eugenio Lomurno, Alberto Archetti, Lorenzo Cazzella, Stefano Samele, Leonardo Di Perna, Matteo Matteucci
In this context, federated learning is one of the most influential frameworks for privacy-preserving distributed machine learning, achieving astounding results in many natural language processing and computer vision tasks.