Improving the transferability of self-supervised learning models
2023/49/N/ST6/03268
Keywords
Descriptors
- ST6_11: Uczenie maszynowe, statystyczne przetwarzanie danych i zastosowania w przetwarzaniu sygnałów (np. mowy, obrazów, filmów)
- ST6_07: Sztuczna inteligencja, systemy inteligentne i wieloagentowe
Panel
ST6 – Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems
Host institution
Uniwersytet Jagielloński, Wydział Matematyki i Informatyki
Voivodeship: małopolskie
Principal investigator (from the host institution)
Number of co-investigators in the project: 2
Call
PRELUDIUM 22 – announced on 2023-03-16
- Amount awarded
- 120 663 PLN
- Project start date
- 2024-01-23
- Project end date
- 2026-01-22
- Project duration
- 24 months (the same as in the proposal)
- Project status
- Project completed
Project description
Download the project description in a pdf file
Note — project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.
Information in the final report
Publication in academic press/journals (1)
-
Augmentation-aware self-supervised learning with conditioned projector
- Authors:
- Marcin Przewięźlikowski, Mateusz Pyla, Bartosz Zieliński, Bartłomiej Twardowski, Jacek Tabor, Marek Śmieja
- Academic press:
- Knowledge-Based Systems (year: 2024, volume: 305, pages: 112572), Publisher: Elsevier
- Status:
- Published
- DOI:
- 10.1016/j.knosys.2024.112572 – link to the publication
Articles in post-conference publications (1)
-
A Deep Cut Into Split Federated Self-Supervised Learning
- Authors:
- Marcin Przewięźlikowski, Marcin Osial, Bartosz Zieliński, Marek Śmieja
- Conference:
- Machine Learning and Knowledge Discovery in Databases. Research Track (ECML PKDD 2024) (year: 2024, volume: ECML PKDD 2024, pages: 444-459), Publisher: Springer
- Date:
- conference 9-13 września 2024
- Status:
- Published
- DOI:
- 10.1007/978-3-031-70344-7_26 – link to the publication