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)

Learning Stixel-based Instance Segmentation. - Monty Santarossa; Lukas Schneider; Claudius Zelenka; Lars Schmarje; Reinhard Koch; Uwe Franke (IV, 2021)

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)

MedRegNet: unsupervised multimodal retinal-image registration with GANs and ranking loss. - Monty Santarossa; Ayse Kilic; Claus von der Burchard; Lars Schmarje; Claudius Zelenka; Stefan Reinhold; Reinhard Koch; Johann Roider (Image Processing, 2022)

Label Smarter, Not Harder: CleverLabel for Faster Annotation of Ambiguous Image Classification with Higher Quality. - Lars Schmarje; Vasco Grossmann; Tim Michels; Jakob Nazarenus; Monty Santarossa; Claudius Zelenka; Reinhard Koch (DAGM, 2023)

When Two Eyes Don't Suffice - Learning Difficult Hyperfluorescence Segmentations in Retinal Fundus Autofluorescence Images via Ensemble Learning. - Monty Santarossa; Tebbo Tassilo Beyer; Amelie Bernadette Antonia Scharf; Ayse Tatli; Claus von der Burchard; Jakob Nazarenus; Johann Baptist Roider; Reinhard Koch (J. Imaging, 2024)