Ph.D. candidate in Ingegneria Informatica E Dei Sistemi , 39th cycle (2023-2026)
Department of Control and Computer Engineering (DAUIN)
Adjunct lecturer/Adjunct instructor
Department of Control and Computer Engineering (DAUIN)
Profile
PhD
Research topic
Advanced Deep Learning Optimization for Extreme Edge Applications
Tutors
Keywords
Awards and Honors
Teaching
Teachings
Master of Science
- Programming techniques. A.A. 2024/25, AGRITECH ENGINEERING. Collaboratore del corso
- Programming techniques. A.A. 2023/24, AGRITECH ENGINEERING. Collaboratore del corso
Bachelor of Science
- Informatica. A.A. 2025/26, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Informatica. A.A. 2024/25, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
Publications
Latest publications View all publications in Porto@Iris
- Motetti, Beatrice Alessandra; Dugas Du Villard, Tanguy; Risso, Matteo; Burrello, ... (In stampa)
MAUPITI: On-Device Prototype-Based Learning on a Smart Infrared Sensor. In: IEEE EMBEDDED SYSTEMS LETTERS, pp. 1-1. ISSN 1943-0663
Contributo su Rivista - Risso, Matteo; Goffi, Alessia; Motetti, BEATRICE ALESSANDRA; Burrello, Alessio; Baptiste ... (2025)
Building Damage Assessment in Conflict Zones: A Deep Learning Approach Using Geospatial Sub-Meter Resolution Data. In: International Conference on Image Processing, Applications and Systems (IPAS), Lyon (FRA), 09-11 January 2025. ISBN: 979-8-3315-0653-7
Contributo in Atti di Convegno (Proceeding) - Motetti, Beatrice Alessandra; Risso, Matteo; Burrello, Alessio; Macii, Enrico; Poncino, ... (2024)
Joint Pruning and Channel-wise Mixed-Precision Quantization for Efficient Deep Neural Networks. In: IEEE TRANSACTIONS ON COMPUTERS, vol. 73, pp. 2619-2633. ISSN 0018-9340
Contributo su Rivista - Risso, Matteo; Daghero, Francesco; Motetti, BEATRICE ALESSANDRA; JAHIER PAGLIARI, ... (2024)
Optimized Deployment of Deep Neural Networks for Visual Pose Estimation on Nano-drones. In: ERF 2024 | European Robotics Forum, Rimini (IT), March, 13 - 15, 2024, pp. 304-309. ISSN 2511-1256. ISBN: 978-3-031-76423-3
Contributo in Atti di Convegno (Proceeding) - Motetti, Beatrice Alessandra; Crupi, Luca; Elshaigi, Mustafa Omer Mohammed Elamin; ... (2024)
Adaptive Deep Learning for Efficient Visual Pose Estimation Aboard Ultra-Low-Power Nano-Drones. In: Design, Automation and Test in Europe Conference, 2024, Valencia (ESP), 25-27 March 2024, pp. 1-6. ISSN 1530-1591. ISBN: 978-3-9819263-8-5
Contributo in Atti di Convegno (Proceeding)