Mateusz Gabor

According to our database, Mateusz Gabor authored at least 11 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Bearing Damage Detection With Orthogonal and Nonnegative Low-Rank Feature Extraction.

Mateusz Gabor, Rafal Zdunek, Radoslaw Zimroz, Agnieszka Wylomanska

IEEE Trans. Ind. Informatics, February, 2024

Fixed points of nonnegative neural networks.

Tomasz Piotrowski, Renato L. G. Cavalcante, Mateusz Gabor

J. Mach. Learn. Res., 2024

Reduced storage direct tensor ring decomposition for convolutional neural networks compression.

Mateusz Gabor, Rafal Zdunek

CoRR, 2024

Positive Concave Deep Equilibrium Models.

Mateusz Gabor, Tomasz Piotrowski, Renato L. G. Cavalcante

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Compressing convolutional neural networks with hierarchical Tucker-2 decomposition.

Mateusz Gabor, Rafal Zdunek

Appl. Soft Comput., 2023

Non-Negative Matrix Underapproximation as Optimal Frequency Band Selector.

Mateusz Gabor, Rafal Zdunek, Radoslaw Zimroz, Agnieszka Wylomanska

Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

2022

Nested compression of convolutional neural networks with Tucker-2 decomposition.

Rafal Zdunek, Mateusz Gabor

Proceedings of the International Joint Conference on Neural Networks, 2022

Convolutional Neural Network Compression via Tensor-Train Decomposition on Permuted Weight Tensor with Automatic Rank Determination.

Mateusz Gabor, Rafal Zdunek

Proceedings of the Computational Science - ICCS 2022, 2022

2020

Unsupervised Statistical Learning of Context-free Grammar.

Olgierd Unold, Mateusz Gabor, Wojciech Wieczorek

Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

Unsupervised Grammar Induction for Revealing the Internal Structure of Protein Sequence Motifs.

Olgierd Unold, Mateusz Gabor, Witold Dyrka

Proceedings of the Artificial Intelligence in Medicine, 2020

2019

How Implicit Negative Evidence Improve Weighted Context-Free Grammar Induction.

Olgierd Unold, Mateusz Gabor

Proceedings of the Artificial Intelligence and Soft Computing, 2019