Low-Shot Learning of Plankton Categories. - Simon-Martin Schröder; Rainer Kiko; Jean-Olivier Irisson; Reinhard Koch (GCPR, 2018)

Beyond Cats and Dogs: Semi-supervised Classification of fuzzy labels with overclustering. - Lars Schmarje; Johannes Brünger; Monty Santarossa; Simon-Martin Schröder; Rainer Kiko; Reinhard Koch (CoRR, 2020)

MorphoCluster: Efficient Annotation of Plankton Images by Clustering. - Simon-Martin Schröder; Rainer Kiko; Reinhard Koch (Sensors, 2020)

S2C2 - An orthogonal method for Semi-Supervised Learning on fuzzy labels. - Lars Schmarje; Monty Santarossa; Simon-Martin Schröder; Claudius Zelenka; Rainer Kiko; Jenny Stracke; Nina Volkmann; Reinhard Koch (CoRR, 2021)

Fuzzy Overclustering: Semi-Supervised Classification of Fuzzy Labels with Overclustering and Inverse Cross-Entropy. - Lars Schmarje; Johannes Brünger; Monty Santarossa; Simon-Martin Schröder; Rainer Kiko; Reinhard Koch (Sensors, 2021)

Fuzzy Overclustering. - Lars Schmarje; Johannes Brünger; Monty Santarossa; Simon-Martin Schröder; Rainer Kiko; Reinhard Koch (Zenodo, 2021)

Fuzzy Overclustering. - Lars Schmarje; Johannes Brünger; Monty Santarossa; Simon-Martin Schröder; Rainer Kiko; Reinhard Koch (Zenodo, 2021)

A Data-Centric Approach for Improving Ambiguous Labels with Combined Semi-supervised Classification and Clustering. - Lars Schmarje; Monty Santarossa; Simon-Martin Schröder; Claudius Zelenka; Rainer Kiko; Jenny Stracke; Nina Volkmann; Reinhard Koch (ECCV (8), 2022)

Is one annotation enough? - A data-centric image classification benchmark for noisy and ambiguous label estimation. - Lars Schmarje; Vasco Grossmann; Claudius Zelenka; Sabine Dippel; Rainer Kiko; Mariusz Oszust; Matti Pastell; Jenny Stracke; Anna Valros; Nina Volkmann; Reinhard Koch (NeurIPS, 2022)

Fusion von Tauchroboter- und Satellitenmessungen über unterschiedliche Skalen, Messmodelle und spektrale Abtastungen. - David Nakath; Vasco Grossmann; Rainer Kiko; Reinhard Koch; Natascha Oppelt; Kevin Köser (Inform. Spektrum, 2022)

Assessing Representation Learning and Clustering Algorithms for Computer-Assisted Image Annotation - Simulating and Benchmarking MorphoCluster. - Simon-Martin Schröder; Rainer Kiko (Sensors, 2022)

Datasets for a data-centric image classification benchmark for noisy and ambiguous label estimation. - Lars Schmarje; Vasco Grossmann; Claudius Zelenka; Sabine Dippel; Rainer Kiko; Mariusz Oszust; Matti Pastell; Jenny Stracke; Anna Valros; Nina Volkmann; Reinhard Koch (Zenodo, 2022)

Datasets for a data-centric image classification benchmark for noisy and ambiguous label estimation. - Lars Schmarje; Vasco Grossmann; Claudius Zelenka; Sabine Dippel; Rainer Kiko; Mariusz Oszust; Matti Pastell; Jenny Stracke; Anna Valros; Nina Volkmann; Reinhard Koch (Zenodo, 2022)

Datasets for a data-centric image classification benchmark for noisy and ambiguous label estimation. - Lars Schmarje; Vasco Grossmann; Claudius Zelenka; Sabine Dippel; Rainer Kiko; Mariusz Oszust; Matti Pastell; Jenny Stracke; Anna Valros; Nina Volkmann; Reinhard Koch (Zenodo, 2022)

Datasets for a data-centric image classification benchmark for noisy and ambiguous label estimation. - Lars Schmarje; Vasco Grossmann; Claudius Zelenka; Sabine Dippel; Rainer Kiko; Mariusz Oszust; Matti Pastell; Jenny Stracke; Anna Valros; Nina Volkmann; Reinhard Koch (Zenodo, 2022)