Archivio Istituzionale della RicercaCAVAGNERO, NICCOLO'
CAVAGNERO, NICCOLO'
Dipartimento di Automatica e Informatica
091556
Efficiency Matters: Modern Techniques for Efficient Computer Vision
2025 Cavagnero, Niccolo'
Improving Deep Neural Network Reliability via Transient-Fault-Aware Design and Training
2025 Fernandes Dos Santos, Fernando; Cavagnero, Niccolo; Ciccone, Marco; Averta, Giuseppe; Kritikakou, Angeliki; Sentieys, Olivier; Rech, Paolo; Tommasi, Tatiana
Vision Transformer Reliability Evaluation on the Coral Edge TPU
2025 Coelho, Bruno Loureiro; Bodmann, Pablo R.; Cavagnero, Niccolo; Frost, Christopher; Rech, Paolo
Your ViT is Secretly an Image Segmentation Model
2025 Kerssies, Tommie; Cavagnero, Niccolo; Hermans, Alexander; Norouzi, Narges; Averta, Giuseppe; Leibe, Bastian; Dubbelman, Gijs; De Geus, Daan
PEM: Prototype-Based Efficient MaskFormer for Image Segmentation
2024 Cavagnero, Niccolo; Rosi, Gabriele; Cuttano, Claudia; Pistilli, Francesca; Ciccone, Marco; Averta, Giuseppe; Cermelli, Fabio
The revenge of BiSeNet: Efficient Multi-Task Image Segmentation
2024 Rosi, Gabriele; Cuttano, Claudia; Cavagnero, Niccolo; Averta, Giuseppe; Cermelli, Fabio
Entropic Score Metric: Decoupling Topology and Size in Training-Free NAS
2023 Cavagnero, Niccolo'; Robbiano, Luca; Pistilli, Francesca; Caputo, Barbara; Averta, GIUSEPPE BRUNO
FreeREA: Training-Free Evolution-based Architecture Search
2023 Cavagnero, Niccolo; Robbiano, Luca; Caputo, Barbara; Averta, Giuseppe
Transient-fault-aware design and training to enhance DNNs reliability with zero-overhead
2022 Cavagnero, Niccolo'; Dos Santos, Fernando; Ciccone, Marco; Averta, GIUSEPPE BRUNO; Tommasi, Tatiana; Rech, Paolo
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Efficiency Matters: Modern Techniques for Efficient Computer Vision / Cavagnero, Niccolo'. - (2025 Oct 10), pp. 1-163. [10.13121/polito/porto/3004957] | 10-ott-2025 | CAVAGNERO, NICCOLO' | conv_phd_thesis.pdf; conv_phd_thesis_abstract.pdf |
| Improving Deep Neural Network Reliability via Transient-Fault-Aware Design and Training / Fernandes Dos Santos, F., Cavagnero, N., Ciccone, M., Averta, G., Kritikakou, A., Sentieys, O., Rech, P., Tommasi, T.. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - 13:3(2025), pp. 829-840. [10.1109/TETC.2024.3520672] | 1-gen-2025 | Niccolo CavagneroMarco CicconeGiuseppe AvertaOlivier SentieysPaolo RechTatiana Tommasi + | tetc_2023_diehardnet.pdf; Improving_Deep_Neural_Network_Reliability_via_Transient-Fault-Aware_Design_and_Training.pdf |
| Vision Transformer Reliability Evaluation on the Coral Edge TPU / Coelho, B.L., Bodmann, P.R., Cavagnero, N., Frost, C., Rech, P.. - In: IEEE TRANSACTIONS ON NUCLEAR SCIENCE. - ISSN 0018-9499. - 72:4(2025), pp. 1443-1451. [10.1109/tns.2024.3513774] | 1-gen-2025 | Cavagnero, Niccolo + | Vision_Transformer_Reliability_Evaluation_on_the_Coral_Edge_TPU.pdf |
| Your ViT is Secretly an Image Segmentation Model / Kerssies, T., Cavagnero, N., Hermans, A., Norouzi, N., Averta, G., Leibe, B., Dubbelman, G., De Geus, D.. - (2025), pp. 25303-25313. (IEEE/CVF Conference on Computer Vision and Pattern Recognition 2025 (CVPR) Nashville (USA) June 11th - 15th, 2025) [10.1109/CVPR52734.2025.02356]. | 1-gen-2025 | Niccolo CavagneroGiuseppe Averta + | 2503.19108v1.pdf; Your_ViT_is_Secretly_an_Image_Segmentation_Model.pdf |
| PEM: Prototype-Based Efficient MaskFormer for Image Segmentation / Cavagnero, N., Rosi, G., Cuttano, C., Pistilli, F., Ciccone, M., Averta, G., Cermelli, F.. - ELETTRONICO. - 34:(2024), pp. 15804-15813. (Conference on Computer Vision and Pattern Recognition (CVPR) Seattle WA (USA) 16-22 June 2024) [10.1109/cvpr52733.2024.01496]. | 1-gen-2024 | Cavagnero, NiccoloRosi, GabrieleCuttano, ClaudiaPistilli, FrancescaCiccone, MarcoAverta, GiuseppeCermelli, Fabio | Cavagnero_PEM_Prototype-based_Efficient_MaskFormer_for_Image_Segmentation_CVPR_2024_paper.pdf; PEM_Prototype-Based_Efficient_MaskFormer_for_Image_Segmentation.pdf |
| The revenge of BiSeNet: Efficient Multi-Task Image Segmentation / Rosi, G., Cuttano, C., Cavagnero, N., Averta, G., Cermelli, F.. - ELETTRONICO. - 34:(2024), pp. 8066-8074. (Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) Seattle WA (USA) 16-22 June 2024) [10.1109/cvprw63382.2024.00806]. | 1-gen-2024 | Rosi, GabrieleCuttano, ClaudiaCavagnero, NiccoloAverta, GiuseppeCermelli, Fabio | Rosi_The_Revenge_of_BiSeNet_Efficient_Multi-Task_Image_Segmentation_CVPRW_2024_paper.pdf; The_revenge_of_BiSeNet_Efficient_Multi-Task_Image_Segmentation.pdf |
| Entropic Score Metric: Decoupling Topology and Size in Training-Free NAS / Cavagnero, N., Robbiano, L., Pistilli, F., Caputo, B., Averta, G.B.. - ELETTRONICO. - (2023), pp. 1451-1460. (IEEE/CVF International Conference on Computer Vision Paris (FR) 02-06 October 2023) [10.1109/ICCVW60793.2023.00158]. | 1-gen-2023 | Cavagnero Niccolo'Robbiano LucaPistilli FrancescaCaputo BarbaraAverta Giuseppe | Entropic Score metric Decoupling Topology and Size in Training-free NAS.pdf; Entropic_Score_metric_Decoupling_Topology_and_Size_in_Training-free_NAS.pdf |
| FreeREA: Training-Free Evolution-based Architecture Search / Cavagnero, N., Robbiano, L., Caputo, B., Averta, G.. - (2023), pp. 1493-1502. (WACV 2023 Waikoloa (USA) 02-07 January 2023) [10.1109/WACV56688.2023.00154]. | 1-gen-2023 | Cavagnero, NiccoloRobbiano, LucaCaputo BarbaraAverta Giuseppe | FreeREA_Training-Free_Evolution-based_Architecture_Search.pdf |
| Transient-fault-aware design and training to enhance DNNs reliability with zero-overhead / Cavagnero, N., Dos Santos, F., Ciccone, M., Averta, G.B., Tommasi, T., Rech, P.. - ELETTRONICO. - (2022). (IOLTS - The 28th IEEE International Symposium on On-Line Testing and Robust System Design Torino (ITA) 12-14 Settembre 2022) [10.1109/IOLTS56730.2022.9897813]. | 1-gen-2022 | Niccolo' CavagneroMarco CicconeGiuseppe AvertaTatiana Tommasi + | iolts_2022.pdf; Transient-Fault-Aware_Design_and_Training_to_Enhance_DNNs_Reliability_with_Zero-Overhead.pdf |