עקוב אחר
Przemysław Spurek
Przemysław Spurek
Jagiellonian University, GMUM
כתובת אימייל מאומתת בדומיין uj.edu.pl
כותרת
צוטט על ידי
צוטט על ידי
שנה
Deep learning approach to bacterial colony classification‏
B Zieliński, A Plichta, K Misztal, P Spurek, M Brzychczy-Włoch, ...‏
PloS one 12 (9), e0184554, 2017‏
2072017
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
1622018
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
123*2020
Cross-entropy clustering‏
J Tabor, P Spurek‏
Pattern Recognition 47 (9), 3046-3059, 2014‏
752014
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
60*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
392020
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
342023
Games: Mesh-based adapting and modification of gaussian splatting‏
J Waczyńska, P Borycki, S Tadeja, J Tabor, P Spurek‏
arXiv preprint arXiv:2402.01459, 2024‏
322024
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
272022
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
22*2021
Points2NeRF: Generating Neural Radiance Fields from 3D point cloud‏
D Zimny, T Trzciński, P Spurek‏
arXiv preprint arXiv:2206.01290, 2022‏
212022
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
202021
Active Function Cross-Entropy Clustering‏
P Spurek, J Tabor, K Byrski‏
Expert Systems with Applications 72, 49–66, 2017‏
202017
ICA based on asymmetry‏
P Spurek, J Tabor, P Rola, M Ociepka‏
Pattern Recognition 67, 230-244, 2017‏
192017
Hypersound: Generating implicit neural representations of audio signals with hypernetworks‏
F Szatkowski, KJ Piczak, P Spurek, J Tabor, T Trzciński‏
arXiv preprint arXiv:2211.01839, 2023‏
18*2023
Adversarial examples detection and analysis with layer-wise autoencoders‏
B Wójcik, P Morawiecki, M Śmieja, T Krzyżek, P Spurek, J Tabor‏
2021 IEEE 33rd International Conference on Tools with Artificial …, 2021‏
182021
SVM with a neutral class‏
M Śmieja, J Tabor, P Spurek‏
Pattern Analysis and Applications 22, 573-582, 2019‏
182019
Lossy compression approach to subspace clustering‏
Ł Struski, J Tabor, P Spurek‏
Information Sciences 435, 161-183, 2018‏
182018
General split gaussian cross–entropy clustering‏
P Spurek‏
Expert Systems with Applications 68, 58-68, 2017‏
182017
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
162022
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מאמרים 1–20