Sebastiano VASCON
- Position
- Associate Professor
- Telephone
- 041 234 8487
-
sebastiano.vascon@unive.it
- Academic discipline
- Informatics [INFO-01/A]
- Website
-
https://www.unive.it/web/en/19197/people/sebastiano.vascon(personal record)
https://www.sebastianovascon.it
- Office
-
Department of Environmental Sciences, Informatics and Statistics
Website: https://www.unive.it/dep.dais
Where: Campus scientifico via Torino
Room: office 514A (Alfa building, 5th floor)
Teaching activity current year
COMPUTER SCIENCE AND INFORMATION TECHNOLOGY [CM90]
Laurea magistrale (DM270)
ECONOMIA E GESTIONE DELLE ARTI E DELLE ATTIVITÀ CULTURALI [EMR3]
Laurea magistrale (DM270)
INGEGNERIA AMBIENTALE PER LA TRANSIZIONE ECOLOGICA [CT10]
Laurea
INGEGNERIA AMBIENTALE PER LA TRANSIZIONE ECOLOGICA [CTR10]
Laurea
LINGUE E CIVILTÀ DELL'ASIA E DELL'AFRICA MEDITERRANEA [LMR20]
Laurea magistrale (DM270)
STORIA DELLE ARTI E CONSERVAZIONE DEI BENI ARTISTICI [FMR9]
Laurea magistrale (DM270)
Teaching activity previous years
COMPUTER SCIENCE AND INFORMATION TECHNOLOGY [CM90]
Laurea magistrale (DM270)
INGEGNERIA AMBIENTALE PER LA TRANSIZIONE ECOLOGICA [CT10]
Laurea
INGEGNERIA AMBIENTALE PER LA TRANSIZIONE ECOLOGICA [CTR10]
Laurea
ECONOMIA E GESTIONE DELLE ARTI E DELLE ATTIVITÀ CULTURALI [EM3]
Laurea magistrale (DM270)
ECONOMIA E GESTIONE DELLE ARTI E DELLE ATTIVITÀ CULTURALI [EMR3]
Laurea magistrale (DM270)
STORIA DELLE ARTI E CONSERVAZIONE DEI BENI ARTISTICI [FMR9]
Laurea magistrale (DM270)
LINGUE E CIVILTÀ DELL'ASIA E DELL'AFRICA MEDITERRANEA [LMR20]
Laurea magistrale (DM270)
SCIENZE AMBIENTALI [R310]
Corso di Dottorato (D.M.226/2021)
CONSERVATION SCIENCE AND TECHNOLOGY FOR CULTURAL HERITAGE [CM60]
Laurea magistrale (DM270)
COMPUTER SCIENCE AND INFORMATION TECHNOLOGY [CM90]
Laurea magistrale (DM270)
ECONOMIA E GESTIONE DELLE ARTI E DELLE ATTIVITÀ CULTURALI [EM3]
Laurea magistrale (DM270)
LINGUE E CIVILTÀ DELL'ASIA E DELL'AFRICA MEDITERRANEA [LM20]
Laurea magistrale (DM270)
CONSERVATION SCIENCE AND TECHNOLOGY FOR CULTURAL HERITAGE [CM60]
Laurea magistrale (DM270)
COMPUTER SCIENCE AND INFORMATION TECHNOLOGY [CM90]
Laurea magistrale (DM270)
ECONOMIA E GESTIONE DELLE ARTI E DELLE ATTIVITÀ CULTURALI [EM3]
Laurea magistrale (DM270)
LINGUE E CIVILTÀ DELL'ASIA E DELL'AFRICA MEDITERRANEA [LM20]
Laurea magistrale (DM270)
SCIENZE AMBIENTALI [R210]
Corso di Dottorato (D.M.45)
CONSERVATION SCIENCE AND TECHNOLOGY FOR CULTURAL HERITAGE [CM60]
Laurea magistrale (DM270)
MANAGEMENT [EM13]
Laurea magistrale (DM270)
ECONOMIA E GESTIONE DELLE ARTI E DELLE ATTIVITÀ CULTURALI [EM3]
Laurea magistrale (DM270)
LINGUE E CIVILTÀ DELL'ASIA E DELL'AFRICA MEDITERRANEA [LM20]
Laurea magistrale (DM270)
SCIENZE AMBIENTALI [R210]
Corso di Dottorato (D.M.45)
Activities and research skills
- Academic discipline
- Informatica [INFO-01/A]
- Settore Scientifico Disciplinare (SSD) affine
- SISTEMI DI ELABORAZIONE DELLE INFORMAZIONI [ING-INF/05]
- Geographic areas in which the research experience mainly applies
- Internazionale: Europa
- Known languages
-
Italiano
(scritto: madrelingua parlato: madrelingua)
Inglese (scritto: avanzato parlato: avanzato)
- Main departmental research areas and fields
-
Area:
Beni culturali Linea:
Conservazione e restauro di beni mobili
Area: Informatica Linea: ARTIFICIAL INTELLIGENCE
Area: Informatica Linea: INFORMATION SYSTEMS
- Generative AI for Graphs
-
- SSD:
- INFO-01/A
- Other members of the research group:
-
Giacomo ROSIN
- Healthcare Robotics: Scene Understanding
-
- SSD:
- INFO-01/A
- Other members of the research group:
-
Muhammad Rameez Ur RAHMAN
Giacomo ROSIN
- Knowledge-graphs learning and exploration
-
- SSD:
- INF/01
- AiCE: Deep ice - Deep learning. Artificial intelligence revealing the oldest ice climate signals
-
- Funding body:
- EU
- Type:
- H2020 - Excellence Science - ERC
- Role in the project:
- PT
- Starting date:
- Year: 2024 Length in months: 36
- Other members of the research group:
-
Hasan LATIF
- EasyWalk: Intelligent Social Walker for Active Living
-
- Funding body:
- MIUR
- Type:
- PRIN
- Role in the project:
- PT
- Sito di progetto:
- https://sites.google.com/view/easywalk-project/
- Starting date:
- Year: 2023 Length in months: 24
- Other members of the research group:
-
Marcello PELILLO
Muhammad Rameez Ur RAHMAN
- MEMEX: MEMories and EXperiences for inclusive digital storytelling
-
- Funding body:
- Commissione Europea
- Type:
- H2020 - Societal Challenges
- Role in the project:
- SB
- Sito di progetto:
- https://cordis.europa.eu/project/id/870743
- Starting date:
- Year: 2019 Length in months: 36
- Other members of the research group:
-
Marcello PELILLO
Claudio SILVESTRI
- RePAIR: Reconstructing the Past: Artificial Intelligence and Robotics meet Cultural Heritage
-
- Funding body:
- Horizon 2020
- Type:
- H2020 - Excellence Science - FET
- Role in the project:
- LD
- Sito di progetto:
- https://www.repairproject.eu/
- Starting date:
- Year: 2021 Length in months: 42
- Other members of the research group:
-
Sinem ASLAN
Marcello PELILLO
Publication highlights
Ali, Waqar; Vascon, Sebastiano; Stadelmann, Thilo; Pelillo, Marcello Hierarchical glocal attention pooling for graph classification in PATTERN RECOGNITION LETTERS, vol. 10 (ISSN 0167-8655)
DOI 2024,
Journal Article - ARCA card: 10278/5072521
Mohamed, Hebatallah A.; Pilutti, Diego; James, Stuart; Del Bue, Alessio; Pelillo, Marcello; Vascon, Sebastiano Locality-aware subgraphs for inductive link prediction in knowledge graphs in PATTERN RECOGNITION LETTERS, vol. 167, pp. 90-97 (ISSN 0167-8655)
DOI 2023,
Journal Article - ARCA card: 10278/5014761
Ali W.; Vascon S.; Stadelmann T.; Pelillo M. Quasi-CliquePool: Hierarchical Graph Pooling for Graph Classification , SAC '23: Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, ACM, pp. 544-552, Convegno: SAC '23: Symposium on Applied Computing (ISBN 9781450395175)
DOI 2023,
Article in Conference Proceedings - ARCA card: 10278/5036152
Elezi, Ismail; Seidenschwarz, Jenny; Wagner, Laurin; Vascon, Sebastiano; Torcinovich, Alessandro; Pelillo, Marcello; Leal-Taixe, Laura The Group Loss++: A deeper look into group loss for deep metric learning in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. PP, pp. 1-1 (ISSN 0162-8828)
DOI 2022,
Journal Article - ARCA card: 10278/5003334
Ismail Elezi, Sebastiano Vascon, Alessandro Torcinovich, Marcello Pelillo, Laura Leal-Taixé The Group Loss for Deep Metric Learning , Proceedings of the European Conference on Computer Vision 2020, Springer, Convegno: European Conference on Computer Vision (ISBN 978-3-030-58570-9)
DOI 2020,
Article in Conference Proceedings - ARCA card: 10278/3729010
List of publications
Curriculum vitae
Sebastiano Vascon is a tenured assistant professor (RTDb) at Ca' Foscari University of Venice at the Department of Environmental Sciences, Computer Science and Statistics (DAIS) and he is also affiliated with the European Centre for Living Technology. In May 2016 he obtained the title of Ph.D. from the Italian Institute of Technology and the University of Genoa, with a thesis on evolutionary game theory applied in the context of pattern analysis and computer vision. During the doctorate period, he focused his efforts on the detection of conversational groups to improve video surveillance systems and in the study of brain connectomics for the automatic analysis of neuronal connections between the hemispheres. Besides, he spent a visiting period at the ETH of Zurich working on multiple objects tracking and automatic video segmentation. He then spent a few years as a PostDoc researcher at Ca' Foscari University of Venice, before moving to the Technical University of Munich where he worked on Active Learning models with game theoretic principles. In 2021 he gets back to Ca' Foscari University as a tenured assistant professor.
Currently, his research interests are focused on artificial intelligence, graph neural networks, computer vision, machine learning and graph theory using models inspired by the game theory.
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