Zobrazeno 1 - 10
of 13
pro vyhledávání: '"Marcin Sendera"'
Autor:
Marcin Sendera, Marcin Przewiȩźlikowski, Jan Miksa, Mateusz Rajski, Konrad Karanowski, Maciej Ziȩba, Jacek Tabor, Przemysław Spurek
Publikováno v:
Machine Vision and Applications. 34
Few-shot models aim at making predictions using a minimal number of labeled examples from a given task. The main challenge in this area is the one-shot setting, where only one element represents each class. We propose the general framework for few-sh
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6f66f92d2cb2a9abec3b0b50458d2703
https://doi.org/10.1007/s00138-023-01403-4
https://doi.org/10.1007/s00138-023-01403-4
Autor:
Lukasz Struski, Jacek Tabor, Marcin Sendera, Marek Smieja, Przemysław Spurek, Lukasz Maziarka
Publikováno v:
IEEE transactions on pattern analysis and machine intelligence. 44(11)
We propose OneFlow - a flow-based one-class classifier for anomaly (outlier) detection that finds a minimal volume bounding region. Contrary to density-based methods, OneFlow is constructed in such a way that its result typically does not depend on t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1bd04b20e3b012c1a5945fce03ce8221
https://pubmed.ncbi.nlm.nih.gov/34460365
https://pubmed.ncbi.nlm.nih.gov/34460365
Publikováno v:
Communications in Computer and Information Science ISBN: 9783030923068
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::495ffa537c14bc707487670f94ffc6d4
https://ruj.uj.edu.pl/xmlui/handle/item/285134
https://ruj.uj.edu.pl/xmlui/handle/item/285134
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783030504328
ICCS (6)
Computational Science – ICCS 2020
ICCS (6)
Computational Science – ICCS 2020
Data assimilation (DA) is a key procedure that synchronizes a computer model with real observations. However, in the case of overparametrized complex systems modeling, the task of parameter-estimation through data assimilation can expand exponentiall
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4444305954ec788b4716004eb74f09c2
https://doi.org/10.1007/978-3-030-50433-5_11
https://doi.org/10.1007/978-3-030-50433-5_11
Autor:
Marcin Sendera, Adam Szlachta, Aleksander Byrski, Mateusz Paciorek, Marek Kisiel-Dorohinicki, Leszek Placzkiewicz, Mateusz Godzik
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783319937007
ICCS (2)
ICCS (2)
In this paper a novel hybridization of agent-based evolutionary system (EMAS, a metaheuristic putting together agency and evolutionary paradigms) is presented. This method assumes utilization of particle swarm optimization (PSO) for upgrading certain
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::378964ac1cd59e89d63eba8af127e5c9
https://doi.org/10.1007/978-3-319-93701-4_7
https://doi.org/10.1007/978-3-319-93701-4_7
Autor:
Maziarka, Lukasz, Smieja, Marek, Sendera, Marcin, Struski, Lukasz, Tabor, Jacek, Spurek, Przemyslaw
Publikováno v:
IEEE Transactions on Pattern Analysis & Machine Intelligence; Nov2022, Vol. 44 Issue 11, p8508-8519, 12p
Autor:
Sendera, Marcin1,2 (AUTHOR) marcin.sendera@doctoral.uj.edu.pl, Przewiȩźlikowski, Marcin1,2,3 (AUTHOR), Miksa, Jan1 (AUTHOR), Rajski, Mateusz1 (AUTHOR), Karanowski, Konrad4 (AUTHOR), Ziȩba, Maciej4,5 (AUTHOR), Tabor, Jacek1 (AUTHOR), Spurek, Przemysław1 (AUTHOR)
Publikováno v:
Machine Vision & Applications. Jul2023, Vol. 34 Issue 4, p1-16. 16p.
Artificial intelligence, or AI, now affects the day-to-day life of almost everyone on the planet, and continues to be a perennial hot topic in the news. This book presents the proceedings of ECAI 2023, the 26th European Conference on Artificial Intel
The two-volume set CCIS 1516 and 1517 constitutes thoroughly refereed short papers presented at the 28th International Conference on Neural Information Processing, ICONIP 2021, held in Sanur, Bali, Indonesia, in December 2021.• The volume also pres
Autor:
Valeria V. Krzhizhanovskaya, Gábor Závodszky, Michael H. Lees, Jack J. Dongarra, Peter M. A. Sloot, Sérgio Brissos, João Teixeira
The seven-volume set LNCS 12137, 12138, 12139, 12140, 12141, 12142, and 12143 constitutes the proceedings of the 20th International Conference on Computational Science, ICCS 2020, held in Amsterdam, The Netherlands, in June 2020.• The total of 101