Przemysław Spurek

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Jacek TaborProfesor informatyki, Uniwersytet JagiellońskiVerified email at ii.uj.edu.pl
Marek ŚmiejaJagiellonian UniversityVerified email at ii.uj.edu.pl
Łukasz StruskiJagiellonian UniversityVerified email at uj.edu.pl
Tomasz TrzcinskiWarsaw University of Technology, Tooploox, IDEAS NCBRVerified email at pw.edu.pl
Krzysztof MisztalJagiellonian UniversityVerified email at uj.edu.pl
Maciej ZiebaWroclaw University of Science and Technology, TooplooxVerified email at pwr.wroc.pl
Marcin MazurDoktor habilitowany nauk matematycznych, Uniwersytet Jagielloński, Instytut MatematykiVerified email at uj.edu.pl
Łukasz MaziarkaJagiellonian University & BrainlyVerified email at student.uj.edu.pl
Szymon KnopJagiellonian universityVerified email at doctoral.uj.edu.pl
Igor T. PodolakFaculty of Mathamatics and Computer Science, Jagiellonian University, Krakow, PolandVerified email at uj.edu.pl
Marcin SenderaPhD Student, Jagiellonian University, Research Intern at MILA - Quebec AI Institute,Verified email at doctoral.uj.edu.pl
Bartosz M ZielinskiJagiellonian University, IDEAS NCBRVerified email at uj.edu.pl
Marcin PrzewięźlikowskiJagiellonian University, IDEAS NCBRVerified email at doctoral.uj.edu.pl
Tomasz DanelJagiellonian UniversityVerified email at uj.edu.pl
Sławomir K. TadejaUniversity of Cambridge, Institute for Manufacturing (IfM)Verified email at cam.ac.uk
Aleksandra NowakPh.D. Student, Computer Science, Jagiellonian UniversityVerified email at doctoral.uj.edu.pl
Agnieszka SłowikMicrosoft Research Cambridge, University of CambridgeVerified email at cam.ac.uk
Bartosz WójcikJagiellonian UniversityVerified email at ii.uj.edu.pl
Paweł MorawieckiPolish Academy of SciencesVerified email at ipipan.waw.pl
Karol J. PiczakIndependent scholarVerified email at uj.edu.pl

Przemysław Spurek

Jagiellonian University, IDEAS NCBR

Verified email at ii.uj.edu.pl

mathematics computer science


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Deep learning approach to bacterial colony classification B Zieliński, A Plichta, K Misztal, P Spurek, M Brzychczy-Włoch, ... PloS one 12 (9), e0184554, 2017	163	2017
Processing of missing data by neural networks M Śmieja, Ł Struski, J Tabor, B Zieliński, P Spurek Advances in neural information processing systems 31, 2018	146	2018
Spatial graph convolutional networks T Danel, P Spurek, J Tabor, M Śmieja, Ł Struski, A Słowik, Ł Maziarka International Conference on Neural Information Processing, 668-675, 2020	84*	2020
Cross-entropy clustering J Tabor, P Spurek Pattern Recognition 47 (9), 3046-3059, 2014	75	2014
Cramer-wold autoencoder S Knop, J Tabor, P Spurek, I Podolak, M Mazur, S Jastrzębski Journal of Machine Learning Research 21 (164), 1-28, 2018	53*	2018
Hypernetwork approach to generating point clouds P Spurek, S Winczowski, J Tabor, M Zamorski, M Zięba, T Trzciński International Conference on Machine Learning 119, 9099--9108, 2020	35	2020
Lidl: Local intrinsic dimension estimation using approximate likelihood P Tempczyk, R Michaluk, L Garncarek, P Spurek, J Tabor, A Golinski International Conference on Machine Learning, 21205-21231, 2022	19	2022
Lossy compression approach to subspace clustering Ł Struski, J Tabor, P Spurek Information Sciences 435, 161-183, 2018	18	2018
General split gaussian cross–entropy clustering P Spurek Expert Systems with Applications 68, 58-68, 2017	18	2017
General hypernetwork framework for creating 3d point clouds P Spurek, M Zieba, J Tabor, T Trzcinski IEEE transactions on pattern analysis and machine intelligence 44 (12), 9995 …, 2021	17*	2021
SVM with a neutral class M Śmieja, J Tabor, P Spurek Pattern Analysis and Applications 22, 573-582, 2019	17	2019
ICA based on asymmetry P Spurek, J Tabor, P Rola, M Ociepka Pattern Recognition 67, 230-244, 2017	17	2017
Active Function Cross-Entropy Clustering P Spurek, J Tabor, K Byrski Expert Systems with Applications 72, 49–66, 2017	17	2017
Hypershot: Few-shot learning by kernel hypernetworks M Sendera, M Przewięźlikowski, K Karanowski, M Zięba, J Tabor, ... Proceedings of the IEEE/CVF winter conference on applications of computer …, 2023	15	2023
Fast Independent Component Analysis algorithm with a simple closed-form solution P Spurek, J Tabor, Ł Struski, M Śmieja Knowledge-Based Systems, 2018	15	2018
Points2NeRF: Generating Neural Radiance Fields from 3D point cloud D Zimny, T Trzciński, P Spurek arXiv preprint arXiv:2206.01290, 2022	14	2022
End-to-end sinkhorn autoencoder with noise generator K Deja, J Dubiński, P Nowak, S Wenzel, P Spurek, T Trzcinski IEEE Access 9, 7211-7219, 2020	14	2020
Hypermaml: Few-shot adaptation of deep models with hypernetworks M Przewięźlikowski, P Przybysz, J Tabor, M Zięba, P Spurek arXiv preprint arXiv:2205.15745, 2022	13	2022
Non-Gaussian Gaussian Processes for Few-Shot Regression MZ Marcin Sendera, Jacek Tabor, Aleksandra Nowak, Andrzej Bedychaj ... Advances in Neural Information Processing Systems 34, 2021	13	2021
Hyperpocket: Generative point cloud completion P Spurek, A Kasymov, M Mazur, D Janik, SK Tadeja, J Tabor, T Trzciński 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2022	12	2022

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