| 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 | 34 | 2019 |
| 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 | 7 | 2021 |
| 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 | 5 | 2020 |
| 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 | 4 | 2022 |
| 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 | 3 | 2021 |
| 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 | 2 | 2021 |
| Biologically-Inspired Spatial Neural Networks M Wołczyk, J Tabor, M Śmieja, S Maszke arXiv preprint arXiv:1910.02776, 2019 | 2 | 2019 |
| 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 |
Jacek TaborProfesor informatyki, Uniwersytet JagiellońskiVerified email at ii.uj.edu.pl
