Sylwia Majchrowska

21 papers Journal 18Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Assessing microbial colony counting: A deep learning approach with the AGAR image dataset.
Neurocomputing
Sylwia Majchrowska, Jaroslaw Pawlowski, Grzegorz Gula, Tomasz Bonus, Agata Hanas, Adam Loch, Agnieszka Pawlak, Justyna Roszkowiak, Tomasz Golan, Zuzanna Drulis-Kawa
2025 J jnl
Exploring interpretable echo analysis using self-supervised parcels.
Comput. Biol. Medicine
Sylwia Majchrowska, Anders Hildeman, Ricardo Mokhtari, Tom Diethe, Philip Teare
2024 J jnl
Quantifying inconsistencies in the Hamburg Sign Language Notation System.
Expert Syst. Appl.
Maria Ferlin, Sylwia Majchrowska, Marta A. Plantykow, Alicja Kwasniewska, Agnieszka Mikolajczyk-Barela, Milena Olech, Jakub Nalepa
2024 J jnl
Towards trustworthy multi-modal motion prediction: Holistic evaluation and interpretability of outputs.
CAAI Trans. Intell. Technol.
Sandra Carrasco Limeros, Sylwia Majchrowska, Joakim Johnander, Christoffer Petersson, Miguel Ángel Sotelo, David Fernández Llorca
2023 J jnl
On the Importance of Sign Labeling: The Hamburg Sign Language Notation System Case Study.
CoRR
Maria Ferlin, Sylwia Majchrowska, Marta A. Plantykow, Alicja Kwasniwska, Agnieszka Mikolajczyk-Barela, Milena Olech, Jakub Nalepa
2023 J jnl
Unlocking the Heart Using Adaptive Locked Agnostic Networks.
CoRR
Sylwia Majchrowska, Anders Hildeman, Philip Teare, Tom Diethe
2022 — conf
Assessing GAN-Based Generative Modeling on Skin Lesions Images.
MIDI
Sandra Carrasco Limeros, Sylwia Majchrowska, Mohamad Khir Zoubi, Anna Rosén, Juulia Suvilehto, Lisa Sjöblom, Magnus Kjellberg
2022 J jnl
GAN-based generative modelling for dermatological applications - comparative study.
CoRR
Sandra Carrasco Limeros, Sylwia Majchrowska, Mohamad Khir Zoubi, Anna Rosén, Juulia Suvilehto, Lisa Sjöblom, Magnus Kjellberg
2022 J jnl
Open Source HamNoSys Parser for Multilingual Sign Language Encoding.
CoRR
Sylwia Majchrowska, Marta A. Plantykow, Milena Olech
2022 J jnl
Self-Normalized Density Map (SNDM) for Counting Microbiological Objects.
CoRR
Krzysztof M. Graczyk, Jaroslaw Pawlowski, Sylwia Majchrowska, Tomasz Golan
2022 — conf
The (de)biasing Effect of GAN-Based Augmentation Methods on Skin Lesion Images.
MICCAI (8)
Agnieszka Mikolajczyk, Sylwia Majchrowska, Sandra Carrasco Limeros
2022 J jnl
The (de)biasing effect of GAN-based augmentation methods on skin lesion images.
CoRR
Agnieszka Mikolajczyk, Sylwia Majchrowska, Sandra Carrasco Limeros
2022 J jnl
Towards Explainable Motion Prediction using Heterogeneous Graph Representations.
CoRR
Sandra Carrasco Limeros, Sylwia Majchrowska, Joakim Johnander, Christoffer Petersson, David Fernández Llorca
2022 J jnl
Towards Trustworthy Multi-Modal Motion Prediction: Evaluation and Interpretability.
CoRR
Sandra Carrasco Limeros, Sylwia Majchrowska, Joakim Johnander, Christoffer Petersson, Miguel Ángel Sotelo, David Fernández Llorca
2021 J jnl
AGAR a microbial colony dataset for deep learning detection.
CoRR
Sylwia Majchrowska, Jaroslaw Pawlowski, Grzegorz Gula, Tomasz Bonus, Agata Hanas, Adam Loch, Agnieszka Pawlak, Justyna Roszkowiak, Tomasz Golan, Zuzanna Drulis-Kawa
2021 — conf
Deep Neural Networks Approach to Microbial Colony Detection - A Comparative Analysis.
MIDI
Sylwia Majchrowska, Jaroslaw Pawlowski, Natalia Czerep, Aleksander Górecki, Jakub Kucinski, Tomasz Golan
2021 J jnl
Deep neural networks approach to microbial colony detection - a comparative analysis.
CoRR
Sylwia Majchrowska, Jaroslaw Pawlowski, Natalia Czerep, Aleksander Górecki, Jakub Kucinski, Tomasz Golan
2021 J jnl
Generation of microbial colonies dataset with deep learning style transfer.
CoRR
Jaroslaw Pawlowski, Sylwia Majchrowska, Tomasz Golan
2021 J jnl
Modelling Arbitrary Complex Dielectric Properties - an automated implementation for gprMax.
CoRR
Sylwia Majchrowska, Iraklis Giannakis, Craig Warren, Antonios Giannopoulos
2021 J jnl
Waste detection in Pomerania: non-profit project for detecting waste in environment.
CoRR
Sylwia Majchrowska, Agnieszka Mikolajczyk, Maria Ferlin, Zuzanna Klawikowska, Marta A. Plantykow, Arkadiusz Kwasigroch, Karol Majek
2021 J jnl
gnlse-python: Open Source Software to Simulate Nonlinear Light Propagation In Optical Fibers.
CoRR
Pawel Redman, Magdalena Zatorska, Adam Pawlowski, Daniel Szulc, Sylwia Majchrowska, Karol Tarnowski