Niccolo' Cavagnero

Thesis title

Efficiency Matters: Modern Techniques for Efficient Computer Vision

Tutors

• Barbara Caputo

Master of Science

• Machine learning and Deep learning. A.A. 2022/23, DATA SCIENCE AND ENGINEERING. Collaboratore del corso

Bachelor of Science

• Tecniche di programmazione. A.A. 2021/22, INGEGNERIA GESTIONALE. Collaboratore del corso

• Fernandes dos Santos, Fernando; Cavagnero, Niccolo; Ciccone, Marco; Averta, Giuseppe; ... (2025)
  Improving Deep Neural Network Reliability via Transient-Fault-Aware Design and Training. In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. ISSN 2168-6750
  Contributo su Rivista
• Coelho, Bruno Loureiro; Bodmann, Pablo R.; Cavagnero, Niccolo; Frost, Christopher; Rech, ... (2025)
  Vision Transformer Reliability Evaluation on the Coral Edge TPU. In: IEEE TRANSACTIONS ON NUCLEAR SCIENCE, vol. 72, pp. 1443-1451. ISSN 0018-9499
  Contributo su Rivista
• Rosi, Gabriele; Cuttano, Claudia; Cavagnero, Niccolo; Averta, Giuseppe; Cermelli, Fabio (2024)
  The revenge of BiSeNet: Efficient Multi-Task Image Segmentation. In: Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Seattle WA (USA), 16-22 June 2024, pp. 8066-8074. ISBN: 979-8-3503-6547-4
  Contributo in Atti di Convegno (Proceeding)
• Cavagnero, Niccolo; Rosi, Gabriele; Cuttano, Claudia; Pistilli, Francesca; Ciccone, ... (2024)
  PEM: Prototype-Based Efficient MaskFormer for Image Segmentation. In: Conference on Computer Vision and Pattern Recognition (CVPR), Seattle WA (USA), 16-22 June 2024, pp. 15804-15813. ISBN: 979-8-3503-5300-6
  Contributo in Atti di Convegno (Proceeding)
• Cavagnero, Niccolo'; Robbiano, Luca; Pistilli, Francesca; Caputo, Barbara; Averta, ... (2023)
  Entropic Score Metric: Decoupling Topology and Size in Training-Free NAS. In: IEEE/CVF International Conference on Computer Vision, Paris (FR), 02-06 October 2023, pp. 1451-1460. ISBN: 979-8-3503-0744-3
  Contributo in Atti di Convegno (Proceeding)