Niccolò Cavagnero

According to our database, Niccolò Cavagnero authored at least 14 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Towards Data-Efficient Video Pre-training with Frozen Image Foundation Models.

Svetlana Orlova, Niccolò Cavagnero, Gijs Dubbelman

CoRR, May, 2026

Orion-Lite: Distilling LLM Reasoning into Efficient Vision-Only Driving Models.

Jing Gu, Niccolò Cavagnero, Gijs Dubbelman

CoRR, April, 2026

PMT: Plain Mask Transformer for Image and Video Segmentation with Frozen Vision Encoders.

Niccolò Cavagnero, Narges Norouzi, Gijs Dubbelman, Daan de Geus

CoRR, March, 2026

VidEoMT: Your ViT is Secretly Also a Video Segmentation Model.

Narges Norouzi, Idil Esen Zulfikar, Niccolò Cavagnero, Tommie Kerssies, Bastian Leibe, Gijs Dubbelman, Daan de Geus

CoRR, February, 2026

2025

Sim-is-More: Randomizing HW-NAS with Synthetic Devices.

Francesco Capuano, Gabriele Tiboni, Niccolò Cavagnero, Giuseppe Averta

CoRR, April, 2025

Improving Deep Neural Network Reliability via Transient-Fault-Aware Design and Training.

Fernando Fernandes dos Santos, Niccolò Cavagnero, Marco Ciccone, Giuseppe Averta, Angeliki Kritikakou, Olivier Sentieys, Paolo Rech, Tatiana Tommasi

IEEE Trans. Emerg. Top. Comput., 2025

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

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

The revenge of BiSeNet: Efficient Multi-Task Image Segmentation.

Gabriele Rosi, Claudia Cuttano, Niccolò Cavagnero, Giuseppe Averta, Fabio Cermelli

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

PEM: Prototype-Based Efficient MaskFormer for Image Segmentation.

Niccolò Cavagnero, Gabriele Rosi, Claudia Cuttano, Francesca Pistilli, Marco Ciccone, Giuseppe Averta, Fabio Cermelli

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

FreeREA: Training-Free Evolution-based Architecture Search.

Niccolò Cavagnero, Luca Robbiano, Barbara Caputo, Giuseppe Averta

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Entropic Score metric: Decoupling Topology and Size in Training-free NAS.

Niccolò Cavagnero, Luca Robbiano, Francesca Pistilli, Barbara Caputo, Giuseppe Averta

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

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

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

Proceedings of the 28th IEEE International Symposium on On-Line Testing and Robust System Design, 2022