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Bartosz Wójcik
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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
72021
Zero Time Waste: Recycling Predictions in Early Exit Neural Networks
M Wołczyk, B Wójcik, K Bałazy, IT Podolak, J Tabor, M Śmieja, T Trzcinski
Advances in Neural Information Processing Systems 34, 2516-2528, 2021
42021
Machine learning-based identification of suicidal risk in patients with schizophrenia using multi-level resting-state fMRI features
B Bohaterewicz, AM Sobczak, I Podolak, B Wójcik, D Mȩtel, AA Chrobak, ...
Frontiers in neuroscience, 1345, 2021
32021
LOSSGRAD: automatic learning rate in gradient descent
B Wójcik, Ł Maziarka, J Tabor
arXiv preprint arXiv:1902.07656, 2019
22019
SLOVA: Uncertainty estimation using single label one-vs-all classifier
B Wójcik, J Grela, M Śmieja, K Misztal, J Tabor
Applied Soft Computing, 109219, 2022
2022
Continual Learning with Guarantees via Weight Interval Constraints
M Wołczyk, KJ Piczak, B Wójcik, Ł Pustelnik, P Morawiecki, J Tabor, ...
arXiv preprint arXiv:2206.07996, 2022
2022
Finding the Optimal Network Depth in Classification Tasks
B Wójcik, M Wołczyk, K Bałazy, J Tabor
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2020
2020
Squirrel-Cage Induction Motor Malfunction Detection Using Computational Intelligence Methods
K Rzecki, B Wójcik, M Baran, M Sułowicz
International Conference on Artificial Intelligence and Soft Computing, 673-684, 2019
2019
One-element Batch Training by Moving Window
P Spurek, S Knop, J Tabor, I Podolak, B Wójcik
arXiv preprint arXiv:1905.12947, 2019
2019
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