Publications

Maria Ferlin, Sylwia Majchrowska, Marta Plantykow, Alicja Kwaśniwska, Agnieszka Mikołajczyk-Bareła, Milena Olech, Jakub Nalepa (2024). Quantifying Inconsistencies in the Hamburg Sign Language Notation System. ESWA.

PDF Code DOI

Sandra Carrasco Limeros, Sylwia Majchrowska, Joakim Johnander, Christoffer Petersson, David Fernández Llorca (2023). Towards explainable motion prediction using heterogeneous graph representations. trpc.

PDF Code DOI

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.

PDF DOI

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

PDF Code DOI

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.

PDF DOI

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..

PDF Code DOI

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.

PDF Code DOI

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

PDF Code DOI

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.

PDF Code Slides DOI

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

PDF Code Dataset DOI

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.

PDF Code Slides DOI

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.

PDF Code DOI

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

PDF Code Slides Source Document DOI

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.

PDF Dataset Slides DOI

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.

PDF DOI

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

PDF Code Slides DOI

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

PDF DOI

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.

PDF Code Slides DOI

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

PDF Code DOI

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.

PDF Code DOI

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.

PDF DOI

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

PDF DOI

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.

PDF Dataset Slides DOI

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.

PDF Code Slides DOI

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

PDF Slides DOI

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.

PDF Code Slides DOI