Search Results for author: Niccolò Cavagnero

Found 2 papers, 0 papers with code

FreeREA: Training-Free Evolution-based Architecture Search

no code implementations17 Jun 2022 Niccolò Cavagnero, Luca Robbiano, Barbara Caputo, Giuseppe Averta

In the last decade, most research in Machine Learning contributed to the improvement of existing models, with the aim of increasing the performance of neural networks for the solution of a variety of different tasks.

Neural Architecture Search

Fault-Aware Design and Training to Enhance DNNs Reliability with Zero-Overhead

no code implementations28 May 2022 Niccolò Cavagnero, Fernando Dos Santos, Marco Ciccone, Giuseppe Averta, Tatiana Tommasi, Paolo Rech

Deep Neural Networks (DNNs) enable a wide series of technological advancements, ranging from clinical imaging, to predictive industrial maintenance and autonomous driving.

Autonomous Driving

Cannot find the paper you are looking for? You can Submit a new open access paper.