NC
Niccolò Cavagnero
cs.CVcs.AIcs.LGcs.NE
On Valency
published · living versionsW_c28tad43·v1 · currentpublished
Fault-Aware Design and Training to Enhance DNNs Reliability with Zero-Overhead
with Fernando Dos Santos, Marco Ciccone, Giuseppe Averta, Tatiana Tommasi +1
1 version
Preprints & journals
13 papers in the corpus · 2022–2026LVMT: Video Mask Transformer for Long-term Video Segmentation2609.34895v3 · Narges Norouzi, Niccolo Cavagnero, Idil Esen Zulfikar et al.2026 · 0 citationsarXiv
Towards Data-Efficient Video Pre-training with Frozen Image Foundation Models2605.19137v1 · Svetlana Orlova, Niccolo Cavagnero, Gijs Dubbelman2026 · 0 citationsarXiv
Orion-Lite: Distilling LLM Reasoning into Efficient Vision-Only Driving Models2604.08266v1 · Jing Gu, Niccolo Cavagnero, Gijs Dubbelman2026 · 0 citationsarXiv
PMT: Plain Mask Transformer for Image and Video Segmentation with Frozen Vision Encoders2603.25398v1 · Niccolo Cavagnero, Narges Norouzi, Gijs Dubbelman et al.2026 · 0 citationsarXiv
VidEoMT: Your ViT is Secretly Also a Video Segmentation Model2602.17807v3 · Narges Norouzi, Idil Esen Zulfikar, Niccolo Cavagnero et al.2026 · 0 citationsarXiv
Searching on a Budget: HW-NAS with 10 Latency Probes2504.00663v2 · Francesco Capuano, Gabriele Tiboni, Niccolo Cavagnero et al.2025 · 0 citationsarXiv
Your ViT is Secretly an Image Segmentation Model2503.19108v1 · Tommie Kerssies, Niccolo Cavagnero, Alexander Hermans et al.2025 · 47 citationsarXiv
Transient Fault Tolerant Semantic Segmentation for Autonomous Driving2408.16952v1 · Leonardo Iurada, Niccolo Cavagnero, Fernando Fernandes Dos Santos et al.2024 · 2 citationsarXiv
The revenge of BiSeNet: Efficient Multi-Task Image Segmentation2404.09570v1 · Gabriele Rosi, Claudia Cuttano, Niccolo Cavagnero et al.2024 · 9 citationsarXiv
PEM: Prototype-based Efficient MaskFormer for Image Segmentation2402.19422v3 · Niccolo Cavagnero, Gabriele Rosi, Claudia Cuttano et al.2024 · 62 citationsarXiv
Entropic Score metric: Decoupling Topology and Size in Training-free NAS2310.04179v1 · Niccolo Cavagnero, Luca Robbiano, Francesca Pistilli et al.2023 · 3 citationsarXiv
FreeREA: Training-Free Evolution-based Architecture Search2207.05135v2 · Niccolo Cavagnero, Luca Robbiano, Barbara Caputo et al.2022 · 33 citations2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
Fault-Aware Design and Training to Enhance DNNs Reliability with Zero-Overhead2205.14420v1 · Niccolo Cavagnero, Fernando Dos Santos, Marco Ciccone et al.2022 · 36 citationsarXivon Valency
Career total: 19 works. 13 are in this corpus.
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