Giuseppe Bruno Averta

Assistant Professor with time contract
Department of Control and Computer Engineering (DAUIN)

Member of Interdepartmental Center SmartData@PoliTO - Big Data and Data Science Laboratory

giuseppe.averta@polito.it

Profile

Research interests

Computer vision

Deep learning

Grasping

Human-robot collaboration

Neural architectures search

Robotics

Scientific branch

ING-INF/05 - INFORMATION PROCESSING SYSTEMS
(Area 0009 - Industrial and information engineering)

Skills

ERC sectors

PE6_7 - Artificial intelligence, intelligent systems, natural language processing

PE6_11 - Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)

PE7_10 - Robotics

SDG

Goal 3: Good health and well-being

Goal 9: Industry, Innovation, and Infrastructure

Goal 12: Responsible consumption and production

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

Courses of Study Boards

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 (39^th cycle, 2023-in progress)
Gabriele Rosi. Programme in Intelligenza Artificiale (39^th cycle, 2023-in progress)
Claudia Cuttano. Programme in Ingegneria Informatica E Dei Sistemi (38^th cycle, 2023-in progress)
Simone Alberto Peirone. Programme in Intelligenza Artificiale (38^th cycle, 2022-in progress)
Paolo Rabino. Programme in Intelligenza Artificiale (38^th 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), pp. 1412-1422
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), pp. 1459-1468
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