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Sylwia Majchrowska
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total: 13
Catalog Publications
Year 2023
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Towards explainable motion prediction using heterogeneous graph representations
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Towards trustworthy multi‐modal motion prediction: Holistic evaluation and interpretability of outputs
Publication
Year 2022
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Deep learning-based waste detection in natural and urban environments
PublicationWaste pollution is one of the most significant environmental issues in the modern world. The importance of recycling is well known, both for economic and ecological reasons, and the industry demands high efficiency. Current studies towards automatic waste detection are hardly comparable due to the lack of benchmarks and widely accepted standards regarding the used metrics and data. Those problems are addressed in this article by...
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Generation of microbial colonies dataset with deep learning style transfer
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Multiple intermodal-vectorial four-wave mixing bands generated by selective excitation of orthogonally polarized LP01 and LP11 modes in a birefringent fiber
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Self-normalized density map (SNDM) for counting microbiological objects
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Soliton trapping and orthogonal Raman scattering in a birefringent photonic crystal fiber
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The (de)biasing Effect of GAN-Based Augmentation Methods on Skin Lesion Images
Publication
Year 2021
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AGAR a Microbial Colony Dataset for Deep Learning Detection
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Numerical modelings of ultrashort pulse propagation and conical emission in multimode optical fibers
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Numerical modelling of conical wave formation in multimode optical fibers
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Polarization Conversion of Solitons Propagating in Birefringent Microstructured Optical Fibers
Publication
Year 2018
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