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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
Artificial Neural Networks and Machine Learning–ICANN 2019: Workshop and …, 2019
572019
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
332021
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
262022
Safetynet: Safe planning for real-world self-driving vehicles using machine-learned policies
M Vitelli, Y Chang, Y Ye, A Ferreira, M Wołczyk, B Osiński, M Niendorf, ...
2022 International Conference on Robotics and Automation (ICRA), 897-904, 2022
212022
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
132021
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
112020
Disentangling transfer in continual reinforcement learning
M Wolczyk, M Zając, R Pascanu, Ł Kuciński, P Miłoś
Advances in Neural Information Processing Systems 35, 6304-6317, 2022
62022
Biologically-Inspired Spatial Neural Networks
M Wołczyk, J Tabor, M Śmieja, S Maszke
arXiv preprint arXiv:1910.02776, 2019
32019
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
12022
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
12021
Finding the optimal network depth in classification tasks
B Wójcik, M Wołczyk, K Bałazy, J Tabor
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2021
12021
On the relationship between disentanglement and multi-task learning
Ł Maziarka, A Nowak, M Wołczyk, A Bedychaj
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2023
2023
On The Role of Forgetting in Fine-Tuning Reinforcement Learning Models
M Wolczyk, B Cupiał, M Zając, R Pascanu, Ł Kuciński, P Miłoś
Workshop on Reincarnating Reinforcement Learning at ICLR 2023, 2023
2023
Hebbian Continual Representation Learning
P Morawiecki, A Krutsylo, M Wołczyk, M Śmieja
arXiv preprint arXiv:2207.04874, 2022
2022
PluGeN: Multi-Label Conditional Generation From Pre-Trained Models
M Wołczyk, M Proszewska, Ł Maziarka, M Zieba, P Wielopolski, ...
Proceedings of the AAAI Conference on Artificial Intelligence 36 (8), 8647-8656, 2022
2022
Głębokie uczenie: wprowadzenie
J Tabor, M Śmieja, Ł Struski, P Spurek, M Wołczyk
Gliwice: Helion, 2022
2022
Deep, generative autoencoders for semi-supervised learning
M Wołczyk
2019
Deep learning-based initialization for object packing
M Wołczyk
Schedae Informaticae 27, 2018
2018
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Articles 1–18