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Maciej Wołczyk
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Hypernetwork functional image representation
S Klocek, Ł Maziarka, M Wołczyk, J Tabor, J Nowak, M Śmieja
International Conference on Artificial Neural Networks, 496-510, 2019
342019
Continual world: A robotic benchmark for continual reinforcement learning
M Wołczyk, M Zając, R Pascanu, Ł Kuciński, P Miłoś
Advances in Neural Information Processing Systems 34, 28496-28510, 2021
72021
Segma: Semi-supervised gaussian mixture autoencoder
M Śmieja, M Wołczyk, J Tabor, BC Geiger
IEEE transactions on neural networks and learning systems 32 (9), 3930-3941, 2020
52020
Urban driver: Learning to drive from real-world demonstrations using policy gradients
O Scheel, L Bergamini, M Wolczyk, B Osiński, P Ondruska
Conference on Robot Learning, 718-728, 2022
42022
Safetynet: Safe planning for real-world self-driving vehicles using machine-learned policies
M Vitelli, Y Chang, Y Ye, M Wołczyk, B Osiński, M Niendorf, H Grimmett, ...
arXiv preprint arXiv:2109.13602, 2021
32021
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
22021
Biologically-Inspired Spatial Neural Networks
M Wołczyk, J Tabor, M Śmieja, S Maszke
arXiv preprint arXiv:1910.02776, 2019
22019
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
On the relationship between disentanglement and multi-task learning
Ł Maziarka, A Nowak, M Wołczyk, A Bedychaj
arXiv preprint arXiv:2110.03498, 2021
2021
PluGeN: Multi-Label Conditional Generation From Pre-Trained Models
M Wołczyk, M Proszewska, Ł Maziarka, M Zięba, P Wielopolski, ...
arXiv preprint arXiv:2109.09011, 2021
2021
Remember More by Recalling Less: Investigating the Role of Batch Size in Continual Learning with Experience Replay (Student Abstract)
M Wołczyk, A Krutsylo
Proceedings of the AAAI Conference on Artificial Intelligence 35 (18), 15923 …, 2021
2021
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
Deep, generative autoencoders for semi-supervised learning
M Wołczyk
2019
Deep learning-based initialization for object packing
M Wołczyk
Schedae Informaticae 27, 2018
2018
Zaawansowane algorytmy uczenia maszynowego w implementacji automatycznego systemu zastępującego gracza w przykładowych grach wideo
M Wołczyk
2017
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