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Sylwia Majchrowska
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Deep learning-based waste detection in natural and urban environments
S Majchrowska, A Mikołajczyk, M Ferlin, Z Klawikowska, MA Plantykow, ...
Waste Management 138, 274-284, 2022
402022
AGAR a Microbial Colony Dataset for Deep Learning Detection
S Majchrowska, J Pawłowski, G Gula, T Bonus, A Hanas, A Loch, ...
Research Square preprint doi:10.21203/rs.3.rs-668667/v1, 2021
102021
Generation of microbial colonies dataset with deep learning style transfer
J Pawłowski, S Majchrowska, T Golan
Scientific Reports 12 (1), 5212, 2022
72022
Numerical modelings of ultrashort pulse propagation and conical emission in multimode optical fibers
K Tarnowski, S Majchrowska, P Béjot, B Kibler
JOSA B 38 (3), 732-742, 2021
72021
The (de) biasing effect of GAN-based augmentation methods on skin lesion images
A Mikołajczyk, S Majchrowska, S Carrasco Limeros
Medical Image Computing and Computer Assisted Intervention–MICCAI 2022: 25th …, 2022
42022
Deep neural networks approach to microbial colony detection—a comparative analysis
S Majchrowska, J Pawłowski, N Czerep, A Górecki, J Kuciński, T Golan
Digital Interaction and Machine Intelligence: Proceedings of MIDI’2021–9th …, 2022
32022
Soliton trapping and orthogonal Raman scattering in a birefringent photonic crystal fiber
K Stefańska, S Majchrowska, K Gemza, G Soboń, J Sotor, P Mergo, ...
Optics Letters 47 (16), 4183-4186, 2022
22022
gnlse-python: Open Source Software to Simulate Nonlinear Light Propagation In Optical Fibers
P Redman, M Zatorska, A Pawłowski, D Szulc, S Majchrowska, ...
arXiv preprint arXiv:2110.00298, 2021
22021
Towards Explainable Motion Prediction using Heterogeneous Graph Representations
S Carrasco Limeros, S Majchrowska, J Johnander, C Petersson, ...
arXiv preprint arXiv:2212.03806, 2022
12022
Towards Trustworthy Multi-Modal Motion Prediction: Evaluation and Interpretability
S Carrasco Limeros, S Majchrowska, J Johnander, C Petersson, ...
arXiv e-prints, arXiv: 2210.16144, 2022
1*2022
Multiple intermodal-vectorial four-wave mixing bands generated by selective excitation of orthogonally polarized LP01 and LP11 modes in a birefringent fiber
S Majchrowska, K Żołnacz, W Urbańczyk, K Tarnowski
Optics Letters 47 (10), 2522-2525, 2022
12022
Handling sign language transcription system with the computer-friendly numerical multilabels
S Majchrowska, M Plantykow, M Olech
IJCAI-ECAI 2022, THE 31ST INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL …, 2022
12022
Self-Normalized Density Map (SNDM) for Counting Microbiological Objects
KM Graczyk, J Pawłowski, S Majchrowska, T Golan
Scientific Reports 12 (1), 10583, 2022
12022
Waste detection in Pomerania: non-profit project for detecting waste in environment
S Majchrowska, A Mikołajczyk, M Ferlin, Z Klawikowska, MA Plantykow, ...
arXiv preprint arXiv:2105.06808, 2021
12021
On the Importance of Sign Labeling: The Hamburg Sign Language Notation System Case Study
M Ferlin, S Majchrowska, M Plantykow, A Kwaśniwska, ...
arXiv preprint arXiv:2302.10768, 2023
2023
GAN-based generative modelling for dermatological applications--comparative study
S Carrasco Limeros, S Majchrowska, M Khir Zoubi, A Rosén, J Suvilehto, ...
arXiv e-prints, arXiv: 2208.11702, 2022
2022
Modelling Arbitrary Complex Dielectric Properties--an automated implementation for gprMax
S Majchrowska, I Giannakis, C Warren, A Giannopoulos
2021 11th International Workshop on Advanced Ground Penetrating Radar …, 2021
2021
Polarization Conversion of Solitons Propagating in Birefringent Microstructured Optical Fibers
K Stefanská, S Majchrowska, K Gemza, T Martynkien, P Mergo, ...
Nonlinear Optics, NTu2A. 7, 2021
2021
Numerical modelling of conical wave formation in multimode optical fibers
S Majchrowska, K Tarnowski, P Bejót, B Kibler
Nonlinear Optics, NM1B. 7, 2021
2021
Modes classification in multimode optical fibers with a deep learning network
S Majchrowska
ML in PL 2019, 2019
2019
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