Publications

Karol Tarnowski, Kinga Żołnacz, Sylwia Majchrowska, Wacław Urbańczyk (2023). Intermodal-vectorial four-wave mixing processes involving LP01, LP11, LP02 and LP21 modes of birefringent fibers. In EOSAM 2023.

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Sylwia Majchrowska, Anders Hildeman, Philip Teare, Tom Diethe (2023). Unlocking the Heart Using Adaptive Locked Agnostic Networks. arXiv.

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Sandra Carrasco Limeros, Sylwia Majchrowska, Mohamad Khir Zoubi, Anna Rosén, Juulia Suvilehto, Lisa Sjöblom, Magnus Kjellberg (2023). Assessing GAN-Based Generative Modeling on Skin Lesions Images. In MIDI 2022.

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Sandra Carrasco Limeros, Sylwia Majchrowska, Joakim Johnander, Petersson Christoffer, Miguel Angel Sotelo, David Fernandez Llorca (2023). Towards trustworthy multi-modal motion prediction: Holistic evaluation and interpretability of outputs. CAAI Trans. Intell. Technol..

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Maria Ferlin, Sylwia Majchrowska, Marta Plantykow, Alicja Kwaśniwska, Agnieszka Mikołajczyk-Bareła, Milena Olech, Jakub Nalepa (2023). On the Importance of Sign Labeling: The Hamburg Sign Language Notation System Case Study. arXiv.

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Sandra Carrasco Limeros, Sylwia Majchrowska, Joakim Johnander, Christoffer Petersson, David Fernández Llorca (2022). Towards Explainable Motion Prediction using Heterogeneous Graph Representations. arXiv.

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Sandra Carrasco Limeros, Sylwia Majchrowska, Joakim Johnander, Christoffer Petersson, Miguel Ángel Sotelo, David Fernández Llorca (2022). Towards Trustworthy Multi-Modal Motion Prediction: Evaluation and Interpretability. arXiv.

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Agnieszka Mikolajczyk, Sylwia, Majchrowska, Sandra Carrasco (2022). The (de)biasing Effect of GAN-Based Augmentation Methods on Skin Lesion Images. In MICCAI 2022.

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Sandra Carrasco Limeros, Sylwia Majchrowska, Mohamad Khir Zoubi, Anna Rosén, Juulia Suvilehto, Lisa Sjöblom, Magnus Kjellberg (2022). GAN-based generative modelling for dermatological applications - comparative study. arXiv.

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Karolina Stefańska, Sylwia Majchrowska, Karolina Gemza, Grzegorz Soboń, Jarosław Sotor, Paweł Mergo, Karol Tarnowski, Tadeusz Martynkien (2022). Soliton trapping and orthogonal Raman scattering in a birefringent photonic crystal fiber. OL.

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Sylwia Majchrowska, Iraklis Giannakis, Craig Warren, Antonios Giannopoulos (2022). Modelling Arbitrary Complex Dielectric Properties—an automated implementation for gprMax. In IWAGPR 2021.

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Sylwia Majchrowska, Jarosław Pawłowski, Natalia Czerep, Aleksander Górecki, Jakub Kuciński, Tomasz Golan (2022). Deep Neural Networks Approach to Microbial Colony Detection—A Comparative Analysis. In MIDI 2021.

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Sylwia Majchrowska, Kinga Żołnacz, Wacław Urbańczyk, Karol Tarnowski (2022). Multiple intermodal-vectorial four-wave mixing bands generated by selective excitation of orthogonally polarized LP01 and LP11 modes in a birefringent fiber. OL.

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Sylwia Majchrowska, Marta Plantykow, Milena Olech (2022). Handling sign language transcription system with the computer-friendly numerical multilabels. arXiv.

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Krzysztof M. Graczyk, Jarosław Pawłowski, Sylwia Majchrowska, Tomasz Golan (2022). Self-normalized density map (SNDM) for counting microbiological objects. Sci Rep.

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Sylwia Majchrowska, Agnieszka Mikołajczyk, Maria Ferlin, Zuzanna Klawikowska, Marta Plantykow, Arkadiusz Kwasigroch, Karol Majek (2022). Deep learning-based waste detection in natural and urban environments. WM.

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Jarosław Pawłowski, Sylwia Majchrowska, Tomasz Golan (2021). Generation of microbial colonies dataset with deep learning style transfer. Sci Rep.

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Paweł Redman, Magdalena Zatorska, Adam Pawłowski, Daniel Szulc, Sylwia Majchrowska, Karol Tarnowski (2021). gnlse-python: Open Source Software to Simulate Nonlinear Light Propagation In Optical Fibers. arXiv.

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Karolina Stefanská, Sylwia Majchrowska, Karolina Gemza, Tadeusz Martynkien, Paweł Mergo, Karol Tarnowski (2021). Polarization Conversion of Solitons Propagating in Birefringent Microstructured Optical Fibers. In OSA Nonlinear Optics 2021.

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Sylwia Majchrowska, Karol Tarnowski, Pierre Bejót, Bertrand Kibler (2021). Numerical modelling of conical wave formation in multimode optical fibers. In OSA Nonlinear Optics 2021.

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Sylwia Majchrowska, Jarosław Pawłowski, Grzegorz Gula, Tomasz Bonus, Agata Hanas, Adam Loch, Agnieszka Pawlak, Justyna Roszkowiak, Tomasz Golan, Zuzanna Drulis-Kawa (2021). AGAR a Microbial Colony Dataset for Deep Learning Detection. arXiv.

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Sylwia Majchrowska, Agnieszka Mikołajczyk, Maria Ferlin, Zuzanna Klawikowska, Marta Plantykow, Arkadiusz Kwasigroch, Karol Majek (2021). Waste detection in Pomerania: non-profit project for detecting waste in environment. arXiv.

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Karol Tarnowski, Sylwia Majchrowska, Pierre Béjot, Bertrand Kibler (2021). Numerical modelings of ultrashort pulse propagation and conical emission in multimode optical fibers. JOSAB.

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Sylwia Majchrowska, Jakub Pabisiak, Tadeusz Martynkien, Paweł Mergo, Karol Tarnowski (2018). Influence of attenuation on self-organized second-harmonic generation in a germanium-doped microstructured silica fiber. OL.

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