| Selected publications |
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| 1 | Artykuł 2026
Amgad M Mohammed, Enrique Onieva, Michał Woźniak| Employing Bayesian optimization for hyperparameter tuning in convolutional neural networks. Journal of Applied Logics. The IfCoLog Journal of Logics and their Applications. 2026, vol. 13, nr 1, s. 53-72. ISSN: 2631-9810; 2631-9829 | | Zasoby:URLSFX |     |
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| 2 | Artykuł 2026
Xiang Cheng, Xin Jin, Qian Jiang, Michał Woźniak Yunhao Meng, Ping Wei, Wei Zhou,| Thermal infrared image colorization based on pre-trained stable diffusion and its shadow network with attention mechanism. Engineering Research Express. 2026, vol. 8, nr 4, art. 045218, s. 1-13. ISSN: 2631-8695 | | Zasoby:DOIURLSFX | |
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| 3 | Artykuł 2026
Amgad M Mohammed, Enrique Onieva, Michał Woźniak| Dynamic self-paced ensemble for imbalance-aware learning. Pattern Analysis and Applications. 2026, vol. 29, art. 67, s. 1-18. ISSN: 1433-7541; 1433-755X | | Zasoby:DOIURLSFX | |
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| 4 | Artykuł 2026
Alif Ashrafee, Jędrzej Z Kozal Michał Woźniak Bartosz Krawczyk| Holistic continual learning under concept drift with adaptive memory realignment. Transactions on Machine Learning Research. 2026, vol. 1, s. 1-30. ISSN: 2835-8856 | | Zasoby:URLSFX | |
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| 5 | Referat konferencyjny 2026
Qian Jiang, Qianqian Wang, Xin Jin, Michał Woźniak Shaowen Yao, Wei Zhou,| MFmamba: a multi-function network for panchromatic image resolution restoration based on state-space model. W: Proceedings of the 40th Annual AAAI Conference on Artificial Intelligence / eds. Sven Koenig, Chad Jenkins, Matthew E. Taylor. Washington : AAAI Press, cop. 2026. s. 5406-5414. ISBN: 978-1-57735-906-7 | | Zasoby:DOIURLSFX | |
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| 6 | Referat konferencyjny 2026
Paweł Niedziółka Paweł Zyblewski Andrzej Grzybowski, Michał Woźniak Łukasz Lisowski, Marlena Dubatówka, Karol Kamiński,| Sex prediction from polish ethnicity fundus images using foundation model. W: Machine Learning and Principles and Practice of Knowledge Discovery in Databases : International Workshops of ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Revised Selected Papers, Part IV / eds. Irena Koprinska, João Mendes-Moreira, Paula Branco. Cham : Springer Nature Switzerland AG, cop. 2026. s. 336-350. ISBN: 978-3-032-19104-5; 978-3-032-19105-2 | | Zasoby:DOIURLSFX | |
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| 7 | Artykuł 2025
Anna P Maino, Jakub Klikowski Brendan Strong, Wahid Ghaffari, Michał Woźniak Tristan Bourcier, Andrzej Grzybowski,| Artificial intelligence vs. human cognition: a comparative analysis of ChatGPT and candidates sitting the European Board of Ophthalmology Diploma examination. Vision. 2025, vol. 9, nr 2, art. 31, s. 1-12. ISSN: 2411-5150 | | Zasoby:DOIURLSFX | |
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| 8 | Artykuł 2025
Guoliang Yao, Xin Jin, Qian Jiang, Michał Woźniak Shengfa Miao, Shaowen Yao, Wei Zhou,| DS-GAN: a dual sub-structure GAN for thermal infrared image colorization using U-Net with ConvNeXt and multi-scale large kernel attention. The Visual Computer. 2025, vol. 41, s. 12441–12459. ISSN: 0178-2789; 1432-2315 | | Zasoby:DOIURLSFX | |
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| 9 | Rozdział w monografii 2025
Michał Woźniak Andrzej Grzybowski,| Threats to the validity of the predictive system performance for ophthalmology. W: Artificial Intelligence in Ophthalmology. Second Edition / ed. Andrzej Grzybowski. Cham : Springer Nature Switzerland AG, cop. 2025. s. 93-101. ISBN: 978-3-031-83755-5; 978-3-031-83756-2 | | Zasoby:DOIURL | |
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| 10 | Artykuł 2025
Xin Jin, Pengcheng Zhu, Dongjian Yu, Michał Woźniak Qian Jiang, Puming Wang, Wei Zhou,| Combining depth and frequency features with Mamba for multi-focus image fusion. Information Fusion. 2025, vol. 124, art. 103355, s. 1-16. ISSN: 1566-2535; 1872-6305 | | Zasoby:DOIURLSFX | |
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| 11 | Artykuł 2025
Huangqimei Zheng, Chengyi Pan, Xin Jin, Michał Woźniak Puming Wang, Shin-Jye Lee, Qian Jiang,| A pan-sharpening model using Dual-Branch Attention-Guided Diffusion Networks. Information Fusion. 2025, vol. 120, art. 103076, s. 1-13. ISSN: 1566-2535; 1872-6305 | | Zasoby:DOIURLSFX | |
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| 12 | Artykuł 2025
Qian Jiang, Qianqian Wang, Shengfa Miao, Xin Jin, Shin-Jye Lee, Michał Woźniak Shaowen Yao,| SR_ColorNet: Multi-path attention aggregated and mask enhanced network for the super resolution and colorization of panchromatic image. Expert Systems with Applications. 2025, vol. 276, art. 127091, s. 1-16. ISSN: 0957-4174; 1873-6793 | | Zasoby:DOIURLSFX | |
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| 13 | Artykuł 2025
Michał Panek Ireneusz Jabłoński Michał Woźniak| Automatic performance assessment - step toward autonomous mobile network management systems. IEEE Communications Magazine. 2025, vol. 63, nr 4, s. 73-79. ISSN: 0163-6804; 1558-1896 | | Zasoby:DOIURLSFX | |
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| 14 | Artykuł 2025
Hanxian Duan, Qian Jiang, Xin Jin, Michał Woźniak Yi Zhao, Liwen Wu, Shaowen Yao, Wei Zhou,| Mf-net: multi-feature fusion network based on two-stream extraction and multi-scale enhancement for face forgery detection. Complex & Intelligent Systems. 2025, vol. 11, art. 11, s. 1-15. ISSN: 2199-4536; 2198-6053 | | Zasoby:DOIURLSFX | |
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| 15 | Artykuł 2025
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| 16 | Artykuł 2025
Guorui Wang, Qian Jiang, Xin Jin, Puming Wang, Michał Woźniak Shaowen Yao,| RTM-UAVDet: a real-time multimodal UAV detector. IEEE Transactions on Aerospace and Electronic Systems. 2025, vol. 61, nr 1, s. 473-489. ISSN: 0018-9251; 1557-9603 | | Zasoby:DOIURLSFX | |
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| 17 | Referat konferencyjny 2025
Mariusz Topolski Katarzyna A Topolska Jan Wasilewski, Michał Woźniak| Analysis of selected deep active learning algorithms. W: Progress in Pattern Classification and Machine Learning : Proceedings of the 14th International Conference on Computer Recognition Systems 2025 / eds. Paweł Trajdos, Robert Burduk. Cham : Springer Nature Switzerland AG, cop. 2025. s. 93-102. ISBN: 978-3-032-01772-7; 978-3-032-01773-4 | | Zasoby:DOIURLSFX | |
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