Rainer Kiko

According to our database, Rainer Kiko authored at least 15 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

Dataset, October, 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

Dataset, October, 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

Dataset, October, 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

Dataset, October, 2022

Assessing Representation Learning and Clustering Algorithms for Computer-Assisted Image Annotation - Simulating and Benchmarking MorphoCluster.

Simon-Martin Schröder, Rainer Kiko

Sensors, 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

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

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

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

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Fuzzy Overclustering.

Lars Schmarje, Johannes Brünger, Monty Santarossa, Simon-Martin Schröder, Rainer Kiko, Reinhard Koch

Dataset, October, 2021

Fuzzy Overclustering.

Lars Schmarje, Johannes Brünger, Monty Santarossa, Simon-Martin Schröder, Rainer Kiko, Reinhard Koch

Dataset, October, 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

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

2020

MorphoCluster: Efficient Annotation of Plankton Images by Clustering.

Simon-Martin Schröder, Rainer Kiko, Reinhard Koch

Sensors, 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

2018

Low-Shot Learning of Plankton Categories.

Simon-Martin Schröder, Rainer Kiko, Jean-Olivier Irisson, Reinhard Koch

Proceedings of the Pattern Recognition - 40th German Conference, 2018