Sylwia Majchrowska

According to our database, Sylwia Majchrowska authored at least 18 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Assessing microbial colony counting: A deep learning approach with the AGAR image dataset.

Sylwia Majchrowska, Jaroslaw Pawlowski, Grzegorz Gula, Tomasz Bonus, Agata Hanas, Adam Loch, Agnieszka Pawlak, Justyna Roszkowiak, Tomasz Golan, Zuzanna Drulis-Kawa

Neurocomputing, 2025

2024

Quantifying inconsistencies in the Hamburg Sign Language Notation System.

Maria Ferlin, Sylwia Majchrowska, Marta A. Plantykow, Alicja Kwasniewska, Agnieszka Mikolajczyk-Barela, Milena Olech, Jakub Nalepa

Expert Syst. Appl., 2024

Towards trustworthy multi-modal motion prediction: Holistic evaluation and interpretability of outputs.

Sandra Carrasco Limeros, Sylwia Majchrowska, Joakim Johnander, Christoffer Petersson, Miguel Ángel Sotelo, David Fernández Llorca

CAAI Trans. Intell. Technol., 2024

2023

Unlocking the Heart Using Adaptive Locked Agnostic Networks.

Sylwia Majchrowska, Anders Hildeman, Philip Teare, Tom Diethe

CoRR, 2023

On the Importance of Sign Labeling: The Hamburg Sign Language Notation System Case Study.

Maria Ferlin, Sylwia Majchrowska, Marta A. Plantykow, Alicja Kwasniwska, Agnieszka Mikolajczyk-Barela, Milena Olech, Jakub Nalepa

CoRR, 2023

2022

Towards Explainable Motion Prediction using Heterogeneous Graph Representations.

Sandra Carrasco Limeros, Sylwia Majchrowska, Joakim Johnander, Christoffer Petersson, David Fernández Llorca

CoRR, 2022

Towards Trustworthy Multi-Modal Motion Prediction: Evaluation and Interpretability.

Sandra Carrasco Limeros, Sylwia Majchrowska, Joakim Johnander, Christoffer Petersson, Miguel Ángel Sotelo, David Fernández Llorca

CoRR, 2022

GAN-based generative modelling for dermatological applications - comparative study.

Sandra Carrasco Limeros, Sylwia Majchrowska, Mohamad Khir Zoubi, Anna Rosén, Juulia Suvilehto, Lisa Sjöblom, Magnus Kjellberg

CoRR, 2022

Open Source HamNoSys Parser for Multilingual Sign Language Encoding.

Sylwia Majchrowska, Marta A. Plantykow, Milena Olech

CoRR, 2022

Self-Normalized Density Map (SNDM) for Counting Microbiological Objects.

Krzysztof M. Graczyk, Jaroslaw Pawlowski, Sylwia Majchrowska, Tomasz Golan

CoRR, 2022

Assessing GAN-Based Generative Modeling on Skin Lesions Images.

Sandra Carrasco Limeros, Sylwia Majchrowska, Mohamad Khir Zoubi, Anna Rosén, Juulia Suvilehto, Lisa Sjöblom, Magnus Kjellberg

Proceedings of the Digital Interaction and Machine Intelligence - Proceedings of MIDI'2022 - 10th Machine Intelligence and Digital Interaction, 2022

The (de)biasing Effect of GAN-Based Augmentation Methods on Skin Lesion Images.

Agnieszka Mikolajczyk, Sylwia Majchrowska, Sandra Carrasco Limeros

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Generation of microbial colonies dataset with deep learning style transfer.

Jaroslaw Pawlowski, Sylwia Majchrowska, Tomasz Golan

CoRR, 2021

gnlse-python: Open Source Software to Simulate Nonlinear Light Propagation In Optical Fibers.

Pawel Redman, Magdalena Zatorska, Adam Pawlowski, Daniel Szulc, Sylwia Majchrowska, Karol Tarnowski

CoRR, 2021

Modelling Arbitrary Complex Dielectric Properties - an automated implementation for gprMax.

Sylwia Majchrowska, Iraklis Giannakis, Craig Warren, Antonios Giannopoulos

CoRR, 2021

AGAR a microbial colony dataset for deep learning detection.

Sylwia Majchrowska, Jaroslaw Pawlowski, Grzegorz Gula, Tomasz Bonus, Agata Hanas, Adam Loch, Agnieszka Pawlak, Justyna Roszkowiak, Tomasz Golan, Zuzanna Drulis-Kawa

CoRR, 2021

Waste detection in Pomerania: non-profit project for detecting waste in environment.

Sylwia Majchrowska, Agnieszka Mikolajczyk, Maria Ferlin, Zuzanna Klawikowska, Marta A. Plantykow, Arkadiusz Kwasigroch, Karol Majek

CoRR, 2021

Deep Neural Networks Approach to Microbial Colony Detection - A Comparative Analysis.

Sylwia Majchrowska, Jaroslaw Pawlowski, Natalia Czerep, Aleksander Górecki, Jakub Kucinski, Tomasz Golan

Proceedings of the Digital Interaction and Machine Intelligence - Proceedings of MIDI'2021, 2021