Katedra Uczenia Maszynowego - lista publikacji

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1-18 z 18.

2026

18.
Adam Wróbel, Siddhartha Gairola, Jacek Tabor, Bernt Schiele, Bartosz Zieliński, Dawid Rymarczyk
DAVE : Distribution-aware Attribution via ViT Gradient Decomposition, International Conference on Machine Learning [ICML], (2026),
17.
Rafał Tobiasz, Grzegorz Wilczyński, Marcin Mazur, Sławomir K. Tadeja, Przemysław Spurek
MeshSplats: Mesh-Based Rendering With Gaussian Splatting Initialization, International Conference on Computational Science [ICCS], (2026), accepted
16.
Weronika Smolak-Dyżewska, Jerzy Bazak, Wiktoria Brandys, Aleksandra Bienia, Aleksandra Murzyn, Bartosz Płóciennik, Gniewosz Drwięga, Julia Kozik, Agnieszka Drzał, Bartosz Leszczyński, Przemysław Spurek, Martyna Elas, Martyna Krzykawska-Serda
From 2D to 3D: Automated Ultrasound Segmentation and Cross-Sectional Validation in Murine Tumor Models, Computer Methods and Programs in Biomedicine (2026), 109403
15.
Igor Sieradzki, Łukasz Struski, Igor Podolak, Romuald A. Janik
Class Incremental Learning and Auxiliary Unlabelled Data: The Importance of Neutral Examples, Machine Learning vol. 115 (2026),
14.
Paula Szenejko, Filip Dąbrowski, Szymon Płotka, Arkadiusz Sitek, Andrzej Agria, Joanna Witkowska, Marcin Wiecheć
Reassurance-Focused First-Trimester Euploidy Screening With Machine Learning, Prenatal Diagnosis (2026),
13.
Michał Bujak, Rafał Kucharski
Balancing profit and traveller acceptance in ride-pooling personalised fares, vol. Volume 333, Issue 1 (2026), 101-116
12.
Olha Shulika, Hanna Vasiutina, Michał Bujak, Farnoud Ghasemi, Rafał Kucharski
Shifting Car Users To Public Transport: A Utility-Based Approach For Selecting Areas For Feeder Services, Transportation Research Procedia vol. Volume 95 (2026), 744-751
11.
Rafał Kucharski, Farnoud Ghasemi, Cats Oded
Regulating ride-sourcing markets: Can minimum wage regulation protect drivers without disrupting the market?, vol. 21(3) (2026),
10.
Piotr Borycki, Magdalena Trędowicz, Szymon Janusz, Jacek Tabor, Przemysław Spurek, Arkadiusz Lewicki, Łukasz Struski
EPIC: Explanation of Pretrained Image Classification Networks via Prototypes, National Conference of the American Association for Artificial Intelligence [AAAI](MAIN) vol. 40(21) (2026), 17366-17373
9.
Piotr Borycki, Weronika Smolak-Dyżewska, Joanna Waczyńska, Marcin Mazur, Sławomir K. Tadeja, Przemysław Spurek
GASP: Gaussian Splatting for physics-based simulations, Computer Vision and Image Understanding vol. 265 (2026), 104699
8.
Mateusz Pach, Przemysław Rola, Michał Znaleźniak, Patryk Kaszuba, Marcin Przewięźlikowski, Jacek Tabor, Marek Śmieja
Adaptive contrastive hierarchical clustering with nodes visualization, Artificial Intelligence Review vol. 59/99 (2026),
7.
Patryk Marszałek, Kamil Książek, Furman Oleksii, Ulvi Movsum-zada, Przemysław Spurek, Marek Śmieja
HyConEx: Hypernetwork classifier with counterfactual explanations for tabular data, Neurocomputing vol. 671 (2026), 132748
6.
Magdalena Proszewska, Michał Bujak, Rafał Kucharski, Jacek Tabor, Marek Śmieja
Optimising network efficiency in an epidemic scenario, Social Network Analysis and Mining vol. 2/16 (2026),
5.
Yudi Sang, Yanzhen Liu, Sutuke Yibulayimu, Yunning Wang, Benjamin D. Killeen, Ping-Cheng Ku, Mingxu Liu, Ole Johannsen, Karol Gotkowski, Maximilian Zenk, Klaus Maier-Hein, Fabian Isensee, Peiyan Yue, Yi Wang, Haidong Yu, Zhaohong Pan, Yutong He, Xiaokun Liang, Daiqi Liu, Fuxin Fan, Artur Jurgas, Andrzej Skalski, Yuxi Ma, Jing Yang, Szymon Płotka, Rafał Litka, Gang Zhu, Yingchun Song, Mathias Unberath, Mehran Armand, Dan Ruan, S. Kevin Zhou, Qiyong Cao, Chunpeng Zhao, Xinbao Wu, Yu Wang
Benchmark of Segmentation Techniques for Pelvic Fracture in CT and X-Ray: Summary of the PENGWIN 2024 Challenge, IEEE Transactions on Medical Imaging (2026),
4.
Weronika Smolak-Dyżewska, Malarz Dawid, Kornel Howil, Jan Kaczmarczyk, Marcin Mazur, Przemysław Spurek
VeGaS: Video Gaussian splatting, Information Sciences vol. 735 (2026), 123033
3.
Bartosz Zieliński, Łukasz Janisiów, Marek Kochańczyk, Tomasz Danel
Enhancing Chemical Explainability Through Counterfactual Masking, National Conference of the American Association for Artificial Intelligence [AAAI](MAIN), (2026),
2.
Kang Wang, Chen Qin, Zhang Shi, Haoran Wang, Xiwen Zhang, Chen Chen, Chengliang Dai, Cheng Ouyang, Yuanhan Ma, Chenchen Dai, Xutong Kuang, Ruizhe Li, Xin Chen, Xiuzheng Yue, Song Tian, Alejandra Mora-Rubio, Kumaradevan Punithakumar, Shizhan Gong, Qi Dou, Sina Amirrajab, Yasmina Al Khalil, Clan M. Scannell, Lexiaozi Fan, Huili Yang, Xiaowu Sun, Rob Van Der Geest, Weldebirhan Tewodros Arega, Fabrice Meriaudeau, Caner Özer, Amin Ranem, John Kalkhof, İlkay Öksüz, Anirban Mukhopadhyay , Abdul Qayyum, Moona Mazher, Steven A. Niederer, Cabrera Garcia-Carles, Eric Arazo, Michał Grzeszczyk, Szymon Płotka, Wanqin Ma, Xiaomeng Li, Rongjun Ge, Yongqing Kou, Xinrong Chen, He Wang, Chengyan Wang, Wenjia Bai, Shuo Wang
Extreme Cardiac MRI Analysis under Respiratory Motion: Results of the CMRxMotion Challenge, Medical Image Analysis vol. 109 (2026),
1.
Paweł Batorski, Malarz Dawid, Marcin Przewięźlikowski, Marcin Mazur, Sławomir K. Tadeja, Przemysław Spurek
Hypernetwork Approach to Rapid NeRF Adaptation, Knowledge-Based Systems vol. 332 (2026), 114861