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Bartosz Wójcik
Bartosz Wójcik
Dirección de correo verificada de ii.uj.edu.pl
Título
Citado por
Citado por
Año
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
312021
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 14, 605697, 2021
152021
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
122021
LOSSGRAD: automatic learning rate in gradient descent
B Wójcik, Ł Maziarka, J Tabor
arXiv preprint arXiv:1902.07656, 2019
52019
Continual Learning with Guarantees via Weight Interval Constraints
M Wołczyk, K Piczak, B Wójcik, L Pustelnik, P Morawiecki, J Tabor, ...
International Conference on Machine Learning, 23897-23911, 2022
42022
SLOVA: Uncertainty estimation using single label one-vs-all classifier
B Wójcik, J Grela, M Śmieja, K Misztal, J Tabor
Applied Soft Computing 126, 109219, 2022
32022
Zero time waste in pre-trained early exit neural networks
B Wójcik, M Przewiȩźlikowski, F Szatkowski, M Wołczyk, K Bałazy, ...
Neural Networks 168, 580-601, 2023
22023
Exploiting Transformer Activation Sparsity with Dynamic Inference
M Piórczyński, F Szatkowski, K Bałazy, B Wójcik
arXiv preprint arXiv:2310.04361, 2023
22023
Adaptive Computation Modules: Granular Conditional Computation For Efficient Inference
B Wójcik, A Devoto, K Pustelnik, P Minervini, S Scardapane
arXiv preprint arXiv:2312.10193, 2023
12023
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
12020
Face Identity-Aware Disentanglement in StyleGAN
A Suwała, B Wójcik, M Proszewska, J Tabor, P Spurek, M Śmieja
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
2024
One-element Batch Training by Moving Window
P Spurek, S Knop, J Tabor, I Podolak, B Wójcik
arXiv preprint arXiv:1905.12947, 2019
2019
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
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