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

A survey on Semi-, Self- and Unsupervised Techniques in Image Classification. - Lars Schmarje; Monty Santarossa; Simon-Martin Schröder; Reinhard Koch (CoRR, 2020)

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)

A Survey on Semi-, Self- and Unsupervised Learning for Image Classification. - Lars Schmarje; Monty Santarossa; Simon-Martin Schröder; Reinhard Koch (IEEE Access, 2021)

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)

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