Rainer Kiko

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 12

Top Topics

Image Annotation

Clustering Algorithm

Unsupervised Learning

Top Venues

Inform. Spektrum

Publications

Lars Schmarje, Vasco Grossmann, Claudius Zelenka, Sabine Dippel, Rainer Kiko, Mariusz Oszust, Matti Pastell, Jenny Stracke, Anna Valros, Nina Volkmann, Reinhard Koch
Is one annotation enough? A data-centric image classification benchmark for noisy and ambiguous label estimation. CoRR (2022)
David Nakath, Vasco Grossmann, Rainer Kiko, Reinhard Koch, Natascha Oppelt, Kevin Köser
Fusion von Tauchroboter- und Satellitenmessungen über unterschiedliche Skalen, Messmodelle und spektrale Abtastungen. Inform. Spektrum 45 (5) (2022)
Simon-Martin Schröder, Rainer Kiko
Assessing Representation Learning and Clustering Algorithms for Computer-Assisted Image Annotation - Simulating and Benchmarking MorphoCluster. Sensors 22 (7) (2022)
Lars Schmarje, Vasco Grossmann, Claudius Zelenka, Sabine Dippel, Rainer Kiko, Mariusz Oszust, Matti Pastell, Jenny Stracke, Anna Valros, Nina Volkmann, Reinhard Koch
Is one annotation enough? - A data-centric image classification benchmark for noisy and ambiguous label estimation. NeurIPS (2022)
Lars Schmarje, Monty Santarossa, Simon-Martin Schröder, Claudius Zelenka, Rainer Kiko, Jenny Stracke, Nina Volkmann, Reinhard Koch
A Data-Centric Approach for Improving Ambiguous Labels with Combined Semi-supervised Classification and Clustering. ECCV (8) (2022)
Lars Schmarje, Johannes Brünger, Monty Santarossa, Simon-Martin Schröder, Rainer Kiko, Reinhard Koch
Fuzzy Overclustering: Semi-Supervised Classification of Fuzzy Labels with Overclustering and Inverse Cross-Entropy. CoRR (2021)
Lars Schmarje, Monty Santarossa, Simon-Martin Schröder, Claudius Zelenka, Rainer Kiko, Jenny Stracke, Nina Volkmann, Reinhard Koch
S2C2 - An orthogonal method for Semi-Supervised Learning on fuzzy labels. CoRR (2021)
Lars Schmarje, Johannes Brünger, Monty Santarossa, Simon-Martin Schröder, Rainer Kiko, Reinhard Koch
Fuzzy Overclustering: Semi-Supervised Classification of Fuzzy Labels with Overclustering and Inverse Cross-Entropy. Sensors 21 (19) (2021)
Lars Schmarje, Johannes Brünger, Monty Santarossa, Simon-Martin Schröder, Rainer Kiko, Reinhard Koch
Beyond Cats and Dogs: Semi-supervised Classification of fuzzy labels with overclustering. CoRR (2020)
Simon-Martin Schröder, Rainer Kiko, Reinhard Koch
MorphoCluster: Efficient Annotation of Plankton Images by Clustering. Sensors 20 (11) (2020)
Simon-Martin Schröder, Rainer Kiko, Reinhard Koch
MorphoCluster: Efficient Annotation of Plankton images by Clustering. CoRR (2020)
Simon-Martin Schröder, Rainer Kiko, Jean-Olivier Irisson, Reinhard Koch
Low-Shot Learning of Plankton Categories. GCPR (2018)