Author

Alex Matskevych

European Molecular Biology Laboratory

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Adrian WolnyiD· 1 shared Anna KreshukiD· 1 shared Constantin PapeiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Adrian WolnyORCID

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1 paper

Recent·Most cited

From shallow to deep: exploiting feature-based classifiers for domain adaptation in semantic segmentation

Alex Matskevych, Adrian Wolny, Constantin Pape, Anna Kreshuk

This paper combines CNNs and Random Forests for domain adaptation in image segmentation, using pseudo-labels from a few annotations to improve performance across domains.

Frontiers in Computer Science · Mar 3, 2022Peer-reviewedBioinformatics