Łukasz Struski
Uniwersytet Jagiellonski
H-index: 10
Europe-Poland
Top articles of Łukasz Struski
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Multiple instance learning for medical image classification based on instance importance | Biomedical Signal Processing and Control | Łukasz Struski Szymon Janusz Jacek Tabor Michał Markiewicz Arkadiusz Lewicki | 2024/5/1 |
Interpretability benchmark for evaluating spatial misalignment of prototypical parts explanations | Proceedings of the AAAI Conference on Artificial Intelligence | Mikołaj Sacha Bartosz Jura Dawid Rymarczyk Łukasz Struski Jacek Tabor | 2024/3/24 |
Efficient GPU implementation of randomized SVD and its applications | Expert Systems with Applications | Łukasz Struski Paweł Morkisz Przemysław Spurek Samuel Rodriguez Bernabeu Tomasz Trzciński | 2024/2/14 |
Decoding phenotypic screening: A comparative analysis of image representations | Computational and Structural Biotechnology Journal | Adriana Borowa Dawid Rymarczyk Marek Żyła Maciej Kańdula Ana Sánchez-Fernández | 2024/12/1 |
SONGs: Self-Organizing Neural Graphs | Łukasz Struski Tomasz Danel Marek Śmieja Jacek Tabor Bartosz Zieliński | 2023 | |
MeVGAN: GAN-based Plugin Model for Video Generation with Applications in Colonoscopy | arXiv preprint arXiv:2311.03884 | Łukasz Struski Tomasz Urbańczyk Krzysztof Bucki Bartłomiej Cupiał Aneta Kaczyńska | 2023/11/7 |
ProPML: Probability Partial Multi-label Learning | Łukasz Struski Adam Pardyl Jacek Tabor Bartosz Zieliński | 2023/10/9 | |
Feature-Based Interpolation and Geodesics in the Latent Spaces of Generative Models | IEEE Transactions on Neural Networks and Learning Systems | Łukasz Struski Michał Sadowski Tomasz Danel Jacek Tabor Igor T Podolak | 2023/3/10 |
r-softmax: Generalized Softmax with Controllable Sparsity Rate | Klaudia Bałazy Łukasz Struski Marek Śmieja Jacek Tabor | 2023/6/26 | |
Protoseg: Interpretable semantic segmentation with prototypical parts | Mikołaj Sacha Dawid Rymarczyk Łukasz Struski Jacek Tabor Bartosz Zieliński | 2023 | |
Hyperpocket: Generative point cloud completion | Przemysław Spurek Artur Kasymov Marcin Mazur Diana Janik Slawomir K Tadeja | 2022/10/23 | |
Bounding evidence and estimating log-likelihood in vae | arXiv preprint arXiv:2206.09453 | Łukasz Struski Marcin Mazur Paweł Batorski Przemysław Spurek Jacek Tabor | 2022/6/19 |
Propall: Probabilistic partial label learning | arXiv preprint arXiv:2208.09931 | Łukasz Struski Jacek Tabor Bartosz Zieliński | 2022/8/21 |
Głębokie uczenie: wprowadzenie | Jacek Tabor Marek Śmieja Łukasz Struski Przemysław Spurek Maciej Wołczyk | 2022 | |
Neural spatio-temporal patterns of information processing related to cognitive conflict and correct or false recognitions | Scientific Reports | Romuald A Janik Igor T Podolak Łukasz Struski Anna Ceglarek Koryna Lewandowska | 2022/3/28 |
Interpretable image classification with differentiable prototypes assignment | Dawid Rymarczyk Łukasz Struski Michał Górszczak Koryna Lewandowska Jacek Tabor | 2022/10/23 | |
Locogan—locally convolutional gan | Computer Vision and Image Understanding | Łukasz Struski Szymon Knop Przemysław Spurek Wiktor Daniec Jacek Tabor | 2022/8/1 |
Misconv: Convolutional neural networks for missing data | Marcin Przewięźlikowski Marek Śmieja Łukasz Struski Jacek Tabor | 2022 | |
Virtual reality-based parallel coordinates plots enhanced with explainable ai and data-science analytics for decision-making processes | Applied Sciences | Szymon Bobek Sławomir K. Tadeja Łukasz Struski Przemysław Stachura Timoleon Kipouros | 2022 |
Protopshare: Prototypical parts sharing for similarity discovery in interpretable image classification | Dawid Rymarczyk Łukasz Struski Jacek Tabor Bartosz Zieliński | 2021/8/14 |
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