Rainer Kiko

13 papers A* 1Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Classification of Microplastic Particles in Water using Polarized Light Scattering and Machine Learning Methods.
CoRR
Leonard Saur, Marc von Pawlowski, Ulrich Gengenbach, Ingo Sieber, Hossein Shirali, Lorenz Wührl, Rainer Kiko, Christian Pylatiuk
2022 — conf
A Data-Centric Approach for Improving Ambiguous Labels with Combined Semi-supervised Classification and Clustering.
ECCV (8)
Lars Schmarje, Monty Santarossa, Simon-Martin Schröder, Claudius Zelenka, Rainer Kiko, Jenny Stracke, Nina Volkmann, Reinhard Koch
2022 J jnl
Assessing Representation Learning and Clustering Algorithms for Computer-Assisted Image Annotation - Simulating and Benchmarking MorphoCluster.
Sensors
Simon-Martin Schröder, Rainer Kiko
2022 J jnl
Fusion von Tauchroboter- und Satellitenmessungen über unterschiedliche Skalen, Messmodelle und spektrale Abtastungen.
Inform. Spektrum
David Nakath, Vasco Grossmann, Rainer Kiko, Reinhard Koch, Natascha Oppelt, Kevin Köser
2022 A* conf
Is one annotation enough? - A data-centric image classification benchmark for noisy and ambiguous label estimation.
NeurIPS
Lars Schmarje, Vasco Grossmann, Claudius Zelenka, Sabine Dippel, Rainer Kiko, Mariusz Oszust, Matti Pastell, Jenny Stracke, Anna Valros, Nina Volkmann, Reinhard Koch
2022 J jnl
Is one annotation enough? A data-centric image classification benchmark for noisy and ambiguous label estimation.
CoRR
Lars Schmarje, Vasco Grossmann, Claudius Zelenka, Sabine Dippel, Rainer Kiko, Mariusz Oszust, Matti Pastell, Jenny Stracke, Anna Valros, Nina Volkmann, Reinhard Koch
2021 J jnl
Fuzzy Overclustering: Semi-Supervised Classification of Fuzzy Labels with Overclustering and Inverse Cross-Entropy.
CoRR
Lars Schmarje, Johannes Brünger, Monty Santarossa, Simon-Martin Schröder, Rainer Kiko, Reinhard Koch
2021 J jnl
Fuzzy Overclustering: Semi-Supervised Classification of Fuzzy Labels with Overclustering and Inverse Cross-Entropy.
Sensors
Lars Schmarje, Johannes Brünger, Monty Santarossa, Simon-Martin Schröder, Rainer Kiko, Reinhard Koch
2021 J jnl
S2C2 - An orthogonal method for Semi-Supervised Learning on fuzzy labels.
CoRR
Lars Schmarje, Monty Santarossa, Simon-Martin Schröder, Claudius Zelenka, Rainer Kiko, Jenny Stracke, Nina Volkmann, Reinhard Koch
2020 J jnl
Beyond Cats and Dogs: Semi-supervised Classification of fuzzy labels with overclustering.
CoRR
Lars Schmarje, Johannes Brünger, Monty Santarossa, Simon-Martin Schröder, Rainer Kiko, Reinhard Koch
2020 J jnl
MorphoCluster: Efficient Annotation of Plankton Images by Clustering.
Sensors
Simon-Martin Schröder, Rainer Kiko, Reinhard Koch
2020 J jnl
MorphoCluster: Efficient Annotation of Plankton images by Clustering.
CoRR
Simon-Martin Schröder, Rainer Kiko, Reinhard Koch
2018 — conf
Low-Shot Learning of Plankton Categories.
GCPR
Simon-Martin Schröder, Rainer Kiko, Jean-Olivier Irisson, Reinhard Koch