Fixed-term tenure-track Assistant Professor
Department of Control and Computer Engineering (DAUIN)
- Member of Interdepartmental Center SmartData@PoliTO - Big Data and Data Science Laboratory
Profile
Research interests
Scientific branch
(Area 0009 - Industrial and information engineering)
Skills
ERC sectors
SDG
Awards and Honors
- Best paper Award ICUMT 2015 conferred by International Congress on Ultra Modern Telecommunications and Control Systems, Italy (2017)
- Georges Giralt PhD Award conferred by euRobotics AISBL, Belgium (2021)
- Best Reviewer Wiley conferred by Wiley, Italy (2021)
Fellowships
- Fellow - Ellis network of excellence (2022-)
Membership - Fellow - DAAD, Germania (2022-)
DAAD AInet Fellowship
Other research or teaching roles outside Politecnico
- Visiting Researcher, presso Massachusetts Institute of Technology (1/1/2019-30/6/2019)
Teaching
Collegi of the degree programmes
- Collegio di Ingegneria Gestionale e della Produzione. Componente invitato
- Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente
Teachings
Master of Science
- Robot Learning. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
- Machine learning and Deep learning. A.A. 2022/23, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
Bachelor of Science
- Tecniche di programmazione. A.A. 2023/24, INGEGNERIA GESTIONALE. Collaboratore del corso
- Tecniche di programmazione. A.A. 2022/23, INGEGNERIA GESTIONALE. Collaboratore del corso
Research
Supervised PhD students
- Andrea Protopapa. Programme in Intelligenza Artificiale (39th cycle, 2023-in progress)
- Gabriele Rosi. Programme in Intelligenza Artificiale (39th cycle, 2023-in progress)
- Claudia Cuttano. Programme in Ingegneria Informatica E Dei Sistemi (38th cycle, 2023-in progress)
- Simone Alberto Peirone. Programme in Intelligenza Artificiale (38th cycle, 2022-in progress)
- Paolo Rabino. Programme in Intelligenza Artificiale (38th cycle, 2022-in progress)
Publications
Latest publications View all publications in Porto@Iris
- Cuttano, Claudia; Tavera, Antonio; Cermelli, Fabio; Averta, GIUSEPPE BRUNO; Caputo, ... (2023)
Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model. In: IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, Paris (FR), 02-06 October 2023, pp. 1404-1414. ISBN: 979-8-3503-0744-3
Contributo in Atti di Convegno (Proceeding) - Peirone, SIMONE ALBERTO; Planamente, Mirco; Caputo, Barbara; Averta, Giuseppe (2023)
Test Time Adaptation for Egocentric Vision. In: Ital-IA 2023 Thematic Workshops, Pisa, 29-30 Maggio 2023, pp. 42-47. ISSN 1613-0073
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) - Pistilli, Francesca; Averta, Giuseppe (2023)
Opportunities for graph learning in robotics. In: I-RIM 3D 2023
Contributo in Atti di Convegno (Proceeding) - Pistilli, Francesca; Averta, Giuseppe (2023)
Graph learning in robotics: a survey. In: IEEE ACCESS, vol. 11, pp. 112664-112681. ISSN 2169-3536
Contributo su Rivista
Society and Enterprise
Patents and other intellectual properties
- Metodo e algoritmo per la progettazione automatica di reti neurali tramite machine learning. national Patent
Inventors: Giuseppe Bruno Averta Barbara Caputo Carlo Masone