MorphoCluster: Efficient Annotation of Plankton Images by Clustering
Schröder, Simon-Martin, Kiko, Rainer, Koch, Reinhard
Published in Sensors (Basel, Switzerland) (28.05.2020)
Published in Sensors (Basel, Switzerland) (28.05.2020)
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Journal Article
Fuzzy Overclustering: Semi-Supervised Classification of Fuzzy Labels with Overclustering and Inverse Cross-Entropy
Schmarje, Lars, Brünger, Johannes, Santarossa, Monty, Schröder, Simon-Martin, Kiko, Rainer, Koch, Reinhard
Published in Sensors (Basel, Switzerland) (07.10.2021)
Published in Sensors (Basel, Switzerland) (07.10.2021)
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Journal Article
Particulate matter flux interception in oceanic mesoscale eddies by the polychaete Poeobius sp
Christiansen, Svenja, Hoving, Henk-Jan, Schütte, Florian, Hauss, Helena, Karstensen, Johannes, Körtzinger, Arne, Schröder, Simon-Martin, Stemmann, Lars, Christiansen, Bernd, Picheral, Marc, Brandt, Peter, Robison, Bruce, Koch, Reinhard, Kiko, Rainer
Published in Limnology and oceanography (01.09.2018)
Published in Limnology and oceanography (01.09.2018)
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Journal Article
A Survey on Semi-, Self- and Unsupervised Learning for Image Classification
Schmarje, Lars, Santarossa, Monty, Schroder, Simon-Martin, Koch, Reinhard
Published in IEEE access (2021)
Published in IEEE access (2021)
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Journal Article
Machine learning techniques to characterize functional traits of plankton from image data
Orenstein, Eric C., Ayata, Sakina‐Dorothée, Maps, Frédéric, Becker, Érica C., Benedetti, Fabio, Biard, Tristan, Garidel‐Thoron, Thibault, Ellen, Jeffrey S., Ferrario, Filippo, Giering, Sarah L. C., Guy‐Haim, Tamar, Hoebeke, Laura, Iversen, Morten Hvitfeldt, Kiørboe, Thomas, Lalonde, Jean‐François, Lana, Arancha, Laviale, Martin, Lombard, Fabien, Lorimer, Tom, Martini, Séverine, Meyer, Albin, Möller, Klas Ove, Niehoff, Barbara, Ohman, Mark D., Pradalier, Cédric, Romagnan, Jean‐Baptiste, Schröder, Simon‐Martin, Sonnet, Virginie, Sosik, Heidi M., Stemmann, Lars S., Stock, Michiel, Terbiyik‐Kurt, Tuba, Valcárcel‐Pérez, Nerea, Vilgrain, Laure, Wacquet, Guillaume, Waite, Anya M., Irisson, Jean‐Olivier
Published in Limnology and oceanography (01.08.2022)
Published in Limnology and oceanography (01.08.2022)
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Journal Article
A Data-Centric Approach for Improving Ambiguous Labels with Combined Semi-supervised Classification and Clustering
Schmarje, Lars, Santarossa, Monty, Schröder, Simon-Martin, Zelenka, Claudius, Kiko, Rainer, Stracke, Jenny, Volkmann, Nina, Koch, Reinhard
Published in Computer Vision - ECCV 2022 (2022)
Published in Computer Vision - ECCV 2022 (2022)
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Book Chapter
Low-Shot Learning of Plankton Categories
Schröder, Simon-Martin, Kiko, Rainer, Irisson, Jean-Olivier, Koch, Reinhard
Published in Pattern Recognition (2019)
Published in Pattern Recognition (2019)
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Book Chapter
Conference Proceeding
Beyond Cats and Dogs: Semi-supervised Classification of fuzzy labels with overclustering
Schmarje, Lars, Brünger, Johannes, Santarossa, Monty, Simon-Martin, Schröder, Kiko, Rainer, Koch, Reinhard
Published in arXiv.org (19.10.2021)
Published in arXiv.org (19.10.2021)
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Paper
Journal Article
Fuzzy Overclustering: Semi-Supervised Classification of Fuzzy Labels with Overclustering and Inverse Cross-Entropy
Schmarje, Lars, Brünger, Johannes, Santarossa, Monty, Simon-Martin, Schröder, Kiko, Rainer, Koch, Reinhard
Published in arXiv.org (13.10.2021)
Published in arXiv.org (13.10.2021)
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Paper
Journal Article
A survey on Semi-, Self- and Unsupervised Learning for Image Classification
Schmarje, Lars, Santarossa, Monty, Simon-Martin, Schröder, Koch, Reinhard
Published in arXiv.org (25.05.2021)
Published in arXiv.org (25.05.2021)
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Paper
Journal Article
A data-centric approach for improving ambiguous labels with combined semi-supervised classification and clustering
Schmarje, Lars, Santarossa, Monty, Schröder, Simon-Martin, Zelenka, Claudius, Kiko, Rainer, Stracke, Jenny, Volkmann, Nina, Koch, Reinhard
Year of Publication 30.06.2021
Year of Publication 30.06.2021
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Journal Article
A data-centric approach for improving ambiguous labels with combined semi-supervised classification and clustering
Schmarje, Lars, Santarossa, Monty, Simon-Martin, Schröder, Zelenka, Claudius, Kiko, Rainer, Stracke, Jenny, Volkmann, Nina, Koch, Reinhard
Published in arXiv.org (06.10.2022)
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Published in arXiv.org (06.10.2022)
Paper