Transient-Fault-Aware Design and Training to Enhance DNNs Reliability with Zero-Overhead. - Niccolò Cavagnero; Fernando Fernandes dos Santos; Marco Ciccone; Giuseppe Averta; Tatiana Tommasi; Paolo Rech (IOLTS, 2022)

Fault-Aware Design and Training to Enhance DNNs Reliability with Zero-Overhead. - Niccolò Cavagnero; Fernando Fernandes dos Santos; Marco Ciccone; Giuseppe Averta; Tatiana Tommasi; Paolo Rech (CoRR, 2022)

Entropic Score metric: Decoupling Topology and Size in Training-free NAS. - Niccolò Cavagnero; Luca Robbiano; Francesca Pistilli; Barbara Caputo; Giuseppe Averta (ICCV (Workshops), 2023)

FreeREA: Training-Free Evolution-based Architecture Search. - Niccolò Cavagnero; Luca Robbiano; Barbara Caputo; Giuseppe Averta (WACV, 2023)

PEM: Prototype-Based Efficient MaskFormer for Image Segmentation. - Niccolò Cavagnero; Gabriele Rosi; Claudia Cuttano; Francesca Pistilli; Marco Ciccone; Giuseppe Averta; Fabio Cermelli (CVPR, 2024)

The revenge of BiSeNet: Efficient Multi-Task Image Segmentation. - Gabriele Rosi; Claudia Cuttano; Niccolò Cavagnero; Giuseppe Averta; Fabio Cermelli (CVPR Workshops, 2024)

Transient Fault Tolerant Semantic Segmentation for Autonomous Driving. - Leonardo Iurada; Niccolò Cavagnero; Fernando Fernandes dos Santos; Giuseppe Averta; Paolo Rech; Tatiana Tommasi (CoRR, 2024)

Your ViT is Secretly an Image Segmentation Model. - Tommie Kerssies; Niccolò Cavagnero; Alexander Hermans; Narges Norouzi; Giuseppe Averta; Bastian Leibe; Gijs Dubbelman; Daan de Geus (CVPR, 2025)

Sim-is-More: Randomizing HW-NAS with Synthetic Devices. - Francesco Capuano; Gabriele Tiboni; Niccolò Cavagnero; Giuseppe Averta (CoRR, 2025)