- Jacek Tabor, Szymon Knop, Przemysław Spurek, Igor Podolak, Marcin Mazur, Stanisław Jastrzębski Cramer-wold autoencoder
- Przemysław Spurek, Sebastian Winczowski, Jacek Tabor, Maciej Zamorski, Maciej Zięba, Tomasz Trzciński Hypernetwork approach to generating point clouds Przemysław
- Przemysław Spurek, Tomasz Danel, Jacek Tabor, Marek Śmieja, Łukasz Struski, Agnieszka Słowik, Łukasz Maziarka Geometric Graph Convolutional Neural Networks
PUBLISHED
2020
- Przemysław Spurek, Sebastian Winczowski, Jacek Tabor, Maciej Zamorski, Maciej Zięba, Tomasz Trzciński Hypernetwork approach to generating point clouds Przemysław International Conference on Machine Learning (ICML) 9099--9108 (2020)
- Paweł Morawiecki, Przemysław Spurek, Marek Śmieja, Jacek Tabor Fast and Stable Interval Bounds Propagation for Training Verifiably Robust Models
2019
- Łukasz Maziarka, Marek Śmieja, Aleksandra Nowak, Jacek Tabor, Łukasz Struski, Przemysław Spurek Set Aggregation Network as a Trainable Pooling Layer International Conference on Neural Information Processing, 419-431 (2019)
- Łukasz Struski, Przemysław Spurek, Marek Śmieja, Jacek Tabor Projected memory clustering PATTERN RECOGN LETT, 9-15, 123 (2019)
2018
- Marek Śmieja, Łukasz Struski, Jacek Tabor, Bartosz Zieliński, Przemysław Spurek Processing of missing data by neural networks ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS (NIPS) (2018)
- Przemysław Spurek, Jacek Tabor, Łukasz Struski, Marek Śmieja Fast independent component analysis algorithm with a simple closed-form solution Knowledge-Based Systems (2018)
- Łukasz Struski, Jacek Tabor, Przemysław Spurek Lossy Compression Approach to Subspace Clustering Information Sciences (2018)
- Przemysław Spurek, Jacek Tabor, Krzysztof Byrski Online updating of active function cross-entropy clustering PATTERN ANAL APPL (2018)
2017
- Marek Śmieja, Jacek Tabor, Przemysław Spurek SVM with a neutral class Pattern Analysis and Applications (2017)
- Bartosz Zieliński, Anna Plichta, Krzysztof Misztal, Przemysław Spurek, Monika Brzychczy-Włoch, Dorota Ochońska Deep learning approach to bacterial colony classification PLoS ONE (2017)
- Przemysław Spurek, Konrad Kamieniecki, Jacek Tabor, Krzysztof Misztal, Marek Śmieja R Package CEC Neurocomputing 410–413, 237, (2017)
- Krzysztof Hajto, Konrad Kamieniecki, Krzysztof Misztal, Przemysław Spurek Split-and-merge Tweak in Cross Entropy Clustering CISIM 2017, LNCS, pp. 193 - 204, 237, (2017)
- Przemysław Spurek, Jacek Tabor, Przemysław Rola, Michał Ociepka ICA based on asymmetry Pattern Recognition 230–244, 67, (2017)
- Przemysław Spurek, Jacek Tabor, Krzysztof Byrski Acitive Function Cross Entropy Clustering Expert Systems with Applications, 49–66, 72 (2017)
- Przemysław Spurek General split gaussian Cross–Entropy clustering Expert Systems with Applications, 58–68, 68 (2017)
2016
- Przemysław Spurek, Wisław Pałka Clustering of Gaussian distributions, Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN 2016), 3346-3353, 2016
- Przemysław Spurek, Jacek Tabor Maximum Likelihood Estimation and Optimal Coordinates Proceedings of the International Conference on Systems Science (ICSS 2016), 3-13, 2016
- Arkadiusz Tomczyk, Przemysław Spurek, Michał Podgóorski, Krzysztof Misztal, Jacek Tabor Detection of Elongated Structures with Hierarchical Active Partitions and CEC-Based Image Representation Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 159-168 (2016)
2015
- Przemysław Spurek, Mateusz Wójcik, Jacek Tabor Cross-Entropy Clustering approach to One-class Classification Artificial Intelligence and Soft Computing: 14th International Conference, ICAISC 2015, 481-490, (2015)
- Mateusz Malik, Przemysław Spurek, Jacek Tabor Cross-Entropy based image thresholding, Schedae Informaticae vol. 24 (2015), 21-29
- Krzysztof Misztal, Emil Saeed, Khalid Saeed, Przemysław Spurek, Jacek Tabor, Cross entropy clustering approach to iris segmentation for biometrics purpose, Schedae Informaticae vol. 24 (2015), 31-40
- Przemysław Spurek, Łukasz Struski, Jacek Tabor, Subspace memory clustering, Schedae Informaticae vol. 24 (2015), 133-142
2014
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E. Zając, P. Spurek Metody analizy mikroskopowych obrazów warstw C-Pd, 189-199, (2014) Tytuł monografii: Świat nanotechnologii. Warstwy nanokompozytowe węglowo-palladowe. Badania i technologia,
Redakcja naukowa: dr hab. E. Czerwosz - Jacek Tabor, Przemysław Spurek Cross Entropy Clustering Pattern Recognition 47, 3046-3059, (2014)
- P. Spurek, M. Śmieja, K. Misztal Subspaces Clustering Approach to Lossy Image Compression CISIM 2014, LNCS 8838, pp. 571–579, 2014.
- P. Spurek, A. Chaikouskaya, J. Tabor, E. Zając A local Gaussian filter and adaptive morphology as tools for completing partially discontinuous curves CISIM 2014, LNCS 8838, pp. 559–570, 2014.
2013
- Przemysław Spurek, Jacek Tabor The memory center Information Sciences 252, 132-143, (2013)
- Przemysław Spurek, Jacek Tabor, Elżbieta Zając Detection of Disk-Like Particles in Electron Microscopy Images , Advances in Intelligent and Soft Computing, Springer, 411--417, (2013)
- Przemysław Spurek, Jacek Tabor, Krzysztof Misztal Weighted Approach to Projective Clustering (przyjęte na CISIM 2013, LNCS 8104, pp. 355–366, 2013)
2012
PREPRINTS
- Jacek Tabor, Konrad Kamieniecki, Przemysław Spurek, Krzysztof Misztal, Marek Śmieja Introduction to Cross Entropy Clustering The R Package CEC
- Przemysław Spurek, Jacek Tabor Optimal Rescaling and the Mahalanobis Distance