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ORCIDSylwia Majchrowska
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2020 – today
- 2025
[j3]Sylwia Majchrowska
, Jaroslaw Pawlowski, Grzegorz Gula, Tomasz Bonus, Agata Hanas, Adam Loch, Agnieszka Pawlak, Justyna Roszkowiak, Tomasz Golan, Zuzanna Drulis-Kawa:
Assessing microbial colony counting: A deep learning approach with the AGAR image dataset. Neurocomputing 630: 129654 (2025)- 2024
- [j2]Sandra Carrasco Limeros, Sylwia Majchrowska, Joakim Johnander, Christoffer Petersson, Miguel Ángel Sotelo, David Fernández Llorca:
Towards trustworthy multi-modal motion prediction: Holistic evaluation and interpretability of outputs. CAAI Trans. Intell. Technol. 9(3): 557-572 (2024) - [j1]Maria Ferlin, Sylwia Majchrowska, Marta A. Plantykow, Alicja Kwasniewska, Agnieszka Mikolajczyk-Barela, Milena Olech, Jakub Nalepa:
Quantifying inconsistencies in the Hamburg Sign Language Notation System. Expert Syst. Appl. 256: 124911 (2024) - 2023
- [i14]Maria Ferlin, Sylwia Majchrowska, Marta A. Plantykow, Alicja Kwasniwska, Agnieszka Mikolajczyk-Barela, Milena Olech, Jakub Nalepa:
On the Importance of Sign Labeling: The Hamburg Sign Language Notation System Case Study. CoRR abs/2302.10768 (2023) - [i13]Sylwia Majchrowska, Anders Hildeman, Philip Teare, Tom Diethe:
Unlocking the Heart Using Adaptive Locked Agnostic Networks. CoRR abs/2309.11899 (2023) - 2022
- [c3]Agnieszka Mikolajczyk, Sylwia Majchrowska, Sandra Carrasco Limeros:
The (de)biasing Effect of GAN-Based Augmentation Methods on Skin Lesion Images. MICCAI (8) 2022: 437-447 - [c2]Sandra Carrasco Limeros, Sylwia Majchrowska, Mohamad Khir Zoubi, Anna Rosén, Juulia Suvilehto, Lisa Sjöblom, Magnus Kjellberg:
Assessing GAN-Based Generative Modeling on Skin Lesions Images. MIDI 2022: 93-102 - [i12]Krzysztof M. Graczyk, Jaroslaw Pawlowski, Sylwia Majchrowska, Tomasz Golan:
Self-Normalized Density Map (SNDM) for Counting Microbiological Objects. CoRR abs/2203.09474 (2022) - [i11]Sylwia Majchrowska, Marta A. Plantykow, Milena Olech:
Open Source HamNoSys Parser for Multilingual Sign Language Encoding. CoRR abs/2204.06924 (2022) - [i10]Agnieszka Mikolajczyk, Sylwia Majchrowska, Sandra Carrasco Limeros:
The (de)biasing effect of GAN-based augmentation methods on skin lesion images. CoRR abs/2206.15182 (2022) - [i9]Sandra Carrasco Limeros, Sylwia Majchrowska, Mohamad Khir Zoubi, Anna Rosén, Juulia Suvilehto, Lisa Sjöblom, Magnus Kjellberg:
GAN-based generative modelling for dermatological applications - comparative study. CoRR abs/2208.11702 (2022) - [i8]Sandra Carrasco Limeros, Sylwia Majchrowska, Joakim Johnander, Christoffer Petersson, Miguel Ángel Sotelo, David Fernández Llorca:
Towards Trustworthy Multi-Modal Motion Prediction: Evaluation and Interpretability. CoRR abs/2210.16144 (2022) - [i7]Sandra Carrasco Limeros, Sylwia Majchrowska, Joakim Johnander, Christoffer Petersson, David Fernández Llorca:
Towards Explainable Motion Prediction using Heterogeneous Graph Representations. CoRR abs/2212.03806 (2022) - 2021
- [c1]Sylwia Majchrowska, Jaroslaw Pawlowski, Natalia Czerep, Aleksander Górecki, Jakub Kucinski, Tomasz Golan:
Deep Neural Networks Approach to Microbial Colony Detection - A Comparative Analysis. MIDI 2021: 98-106 - [i6]Sylwia Majchrowska, Agnieszka Mikolajczyk, Maria Ferlin, Zuzanna Klawikowska, Marta A. Plantykow, Arkadiusz Kwasigroch, Karol Majek:
Waste detection in Pomerania: non-profit project for detecting waste in environment. CoRR abs/2105.06808 (2021) - [i5]Sylwia Majchrowska, Jaroslaw Pawlowski, Grzegorz Gula, Tomasz Bonus, Agata Hanas, Adam Loch, Agnieszka Pawlak, Justyna Roszkowiak, Tomasz Golan, Zuzanna Drulis-Kawa:
AGAR a microbial colony dataset for deep learning detection. CoRR abs/2108.01234 (2021) - [i4]Sylwia Majchrowska, Jaroslaw Pawlowski, Natalia Czerep, Aleksander Górecki, Jakub Kucinski, Tomasz Golan:
Deep neural networks approach to microbial colony detection - a comparative analysis. CoRR abs/2108.10103 (2021) - [i3]Sylwia Majchrowska, Iraklis Giannakis, Craig Warren, Antonios Giannopoulos:
Modelling Arbitrary Complex Dielectric Properties - an automated implementation for gprMax. CoRR abs/2109.01928 (2021) - [i2]Pawel Redman, Magdalena Zatorska, Adam Pawlowski, Daniel Szulc, Sylwia Majchrowska, Karol Tarnowski:
gnlse-python: Open Source Software to Simulate Nonlinear Light Propagation In Optical Fibers. CoRR abs/2110.00298 (2021) - [i1]Jaroslaw Pawlowski, Sylwia Majchrowska, Tomasz Golan:
Generation of microbial colonies dataset with deep learning style transfer. CoRR abs/2111.03789 (2021)
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