| Deep learning approach to bacterial colony classification B Zieliński, A Plichta, K Misztal, P Spurek, M Brzychczy-Włoch, ... PloS one 12 (9), e0184554, 2017 | 207 | 2017 |
| Processing of missing data by neural networks M Śmieja, Ł Struski, J Tabor, B Zieliński, P Spurek Advances in neural information processing systems 31, 2018 | 162 | 2018 |
| Protopshare: Prototypical parts sharing for similarity discovery in interpretable image classification D Rymarczyk, Ł Struski, J Tabor, B Zieliński Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 110 | 2021 |
| Interpretable image classification with differentiable prototypes assignment D Rymarczyk, Ł Struski, M Górszczak, K Lewandowska, J Tabor, ... European Conference on Computer Vision, 351-368, 2022 | 105 | 2022 |
| Deep learning approach to describe and classify fungi microscopic images B Zieliński, A Sroka-Oleksiak, D Rymarczyk, A Piekarczyk, ... PloS one 15 (6), e0234806, 2020 | 95 | 2020 |
| Hand radiographs preprocessing, image representation in the finger regions and joint space width measurements for image interpretation A Bielecki, M Korkosz, B Zieliński Pattern Recognition 41 (12), 3786-3798, 2008 | 67 | 2008 |
| Kernel self-attention for weakly-supervised image classification using deep multiple instance learning D Rymarczyk, A Borowa, J Tabor, B Zielinski Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021 | 56 | 2021 |
| Divide and not forget: Ensemble of selectively trained experts in continual learning G Rypeść, S Cygert, V Khan, T Trzciński, B Zieliński, B Twardowski arXiv preprint arXiv:2401.10191, 2024 | 36 | 2024 |
| Protoseg: Interpretable semantic segmentation with prototypical parts M Sacha, D Rymarczyk, Ł Struski, J Tabor, B Zieliński Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023 | 35 | 2023 |
| Hand radiograph analysis and joint space location improvement for image interpretation B Zieliński | 33 | 2009 |
| Label-free FTIR spectroscopy detects and visualizes the early stage of pulmonary micrometastasis seeded from breast carcinoma K Chrabaszcz, A Jasztal, M Smęda, B Zieliński, A Blat, M Diem, ... Biochimica et Biophysica Acta (BBA)-Molecular Basis of Disease 1864 (11 …, 2018 | 32 | 2018 |
| Persistence codebooks for topological data analysis B Zieliński, M Lipiński, M Juda, M Zeppelzauer, P Dłotko Artificial Intelligence Review 54, 1969-2009, 2021 | 30 | 2021 |
| Icicle: Interpretable class incremental continual learning D Rymarczyk, J Van De Weijer, B Zieliński, B Twardowski Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 29 | 2023 |
| Protopshare: Prototype sharing for interpretable image classification and similarity discovery D Rymarczyk, Ł Struski, J Tabor, B Zieliński arXiv preprint arXiv:2011.14340, 2020 | 26 | 2020 |
| Protomil: Multiple instance learning with prototypical parts for whole-slide image classification D Rymarczyk, A Pardyl, J Kraus, A Kaczyńska, M Skomorowski, ... Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022 | 23 | 2022 |
| Explaining self-supervised image representations with visual probing D Basaj, W Oleszkiewicz, I Sieradzki, M Górszczak, B Rychalska, ... | 23 | 2021 |
| Persistence bag-of-words for topological data analysis B Zieliński, M Lipiński, M Juda, M Zeppelzauer, P Dłotko arXiv preprint arXiv:1812.09245, 2018 | 23 | 2018 |
| Topological descriptors for 3d surface analysis M Zeppelzauer, B Zieliński, M Juda, M Seidl Computational Topology in Image Context: 6th International Workshop, CTIC …, 2016 | 23 | 2016 |
| Application of shape description methodology to hand radiographs interpretation M Bielecka, A Bielecki, M Korkosz, M Skomorowski, W Wojciechowski, ... Computer Vision and Graphics: International Conference, ICCVG 2010, Warsaw …, 2010 | 22 | 2010 |
| A study on topological descriptors for the analysis of 3d surface texture M Zeppelzauer, B Zieliński, M Juda, M Seidl Computer Vision and Image Understanding 167, 74-88, 2018 | 20 | 2018 |
