| Processing of missing data by neural networks M ¦mieja, £ Struski, J Tabor, B Zieliński, P Spurek Advances in neural information processing systems 31, 2018 | 153 | 2018 |
| Spatial graph convolutional networks T Danel, P Spurek, J Tabor, M ¦mieja, £ Struski, A S³owik, £ Maziarka International Conference on Neural Information Processing, 668-675, 2020 | 99* | 2020 |
| Protopshare: Prototypical parts sharing for similarity discovery in interpretable image classification D Rymarczyk, £ Struski, J Tabor, B Zieliński Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 81 | 2021 |
| Interpretable image classification with differentiable prototypes assignment D Rymarczyk, £ Struski, M Górszczak, K Lewandowska, J Tabor, ... European Conference on Computer Vision, 351-368, 2022 | 75 | 2022 |
| A classification-based approach to semi-supervised clustering with pairwise constraints M ¦mieja, £ Struski, MAT Figueiredo Neural Networks 127, 193-203, 2020 | 40 | 2020 |
| Generalized RBF kernel for incomplete data M ¦mieja, £ Struski, J Tabor, M Marzec Knowledge-Based Systems 173, 150-162, 2019 | 35 | 2019 |
| Protoseg: Interpretable semantic segmentation with prototypical parts M Sacha, D Rymarczyk, £ Struski, J Tabor, B Zieliński Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023 | 23 | 2023 |
| Protopshare: Prototype sharing for interpretable image classification and similarity discovery D Rymarczyk, £ Struski, J Tabor, B Zieliński arXiv preprint arXiv:2011.14340, 2020 | 22 | 2020 |
| Pharmacoprint: A Combination of a Pharmacophore Fingerprint and Artificial Intelligence as a Tool for Computer-Aided Drug Design D Warszycki, £ Struski, M Smieja, R Kafel, R Kurczab Journal of chemical information and modeling 61 (10), 5054-5065, 2021 | 18 | 2021 |
| Lossy compression approach to subspace clustering £ Struski, J Tabor, P Spurek Information Sciences 435, 161-183, 2018 | 18 | 2018 |
| Hyperpocket: Generative point cloud completion P Spurek, A Kasymov, M Mazur, D Janik, SK Tadeja, J Tabor, T Trzciński 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2022 | 14 | 2022 |
| Estimating conditional density of missing values using deep gaussian mixture model M Przewiź¼likowski, M ¦mieja, £ Struski Neural Information Processing: 27th International Conference, ICONIP 2020 …, 2020 | 11 | 2020 |
| Virtual reality-based parallel coordinates plots enhanced with explainable ai and data-science analytics for decision-making processes S Bobek, SK Tadeja, £ Struski, P Stachura, T Kipouros, J Tabor, ... Applied Sciences 12 (1), 331, 2021 | 9 | 2021 |
| Iterative imputation of missing data using auto-encoder dynamics M ¦mieja, M Ko³omycki, £ Struski, M Juda, MAT Figueiredo International Conference on Neural Information Processing, 258-269, 2020 | 9 | 2020 |
| Locogan—locally convolutional gan £ Struski, S Knop, P Spurek, W Daniec, J Tabor Computer Vision and Image Understanding 221, 103462, 2022 | 8 | 2022 |
| Interpretability benchmark for evaluating spatial misalignment of prototypical parts explanations M Sacha, B Jura, D Rymarczyk, £ Struski, J Tabor, B Zieliński Proceedings of the AAAI Conference on Artificial Intelligence 38 (19), 21563 …, 2024 | 7 | 2024 |
| Semi-supervised model-based clustering with controlled clusters leakage M ¦mieja, £ Struski, J Tabor Expert Systems with Applications 85, 146-157, 2017 | 7 | 2017 |
| ProMIL: Probabilistic multiple instance learning for medical imaging £ Struski, D Rymarczyk, A Lewicki, R Sabiniewicz, J Tabor, B Zieliński ECAI 2023, 2210-2217, 2023 | 6 | 2023 |
| Oneflow: One-class flow for anomaly detection based on a minimal volume region £ Maziarka, M ¦mieja, M Sendera, £ Struski, J Tabor, P Spurek IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (11), 8508 …, 2021 | 6* | 2021 |
| Misconv: Convolutional neural networks for missing data M ¦mieja, £ Struski, J Tabor 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV …, 2022 | 4 | 2022 |
Jacek TaborProfesor informatyki, Uniwersytet JagiellońskiVerified email at ii.uj.edu.pl
