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Publications

AI Research is not Magic, it has to be Reproducible and Responsible: Challenges in the AI field from the Perspective of its PhD Students

Hrckova, A., Renoux, J., Calasanz, R. T., Chuda, D., Tamajka, M., Simko, J. – arXiv preprint, 2024

SlovakBERT: Slovak Masked Language Model

Pikuliak, M., Grivalsky, S., Konopka, M., Blstak, M., Tamajka, M., Bachraty, V., Simko, M., Balazik, P., Trnka, M., Uhlarik F. – Findings of the Association for Computational Linguistics: EMNLP , 2022
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Optimizing Post-hoc Explainability Algorithm for Finding Faithful and Understandable Explanations for a Combination of Model, Task and Data

Tamajka, M., Vesely, M., Simko, M. – International Joint Conferences on Artificial Intelligence Organization, 2022
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Segmentation of Gliomas in Magnetic Resonance Images Using Recurrent Neural Networks

Grivalsky, S., Tamajka, M., Benesova, W. – 42nd International Conference on Telecommunications and Signal Processing, 2019

Volumetric Data Augmentation as an Effective Tool in MRI Classification Using 3D Convolutional Neural Network

Kompanek, M., Tamajka, M., Benesova, W. – International Conference on Systems, Signals and Image Processing, 2019

Transforming Convolutional Neural Network to an Interpretable Classifier

Tamajka, M., Benesova, W., Kompanek, M. – International Conference on Systems, Signals and Image Processing (IWSSIP), 2019.

Automatic Brain Segmentation Method Based on Supervoxels

Tamajka, M., Benesova, W. – International Conference on Systems, Signals and Image Processing (IWSSIP), 2016.

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