Simon-Martin Schröder

According to our database, Simon-Martin Schröder authored at least 9 papers between 2018 and 2022.

Collaborative distances:

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

2022

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

Simon-Martin Schröder, Rainer Kiko

Sensors, 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: 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

A Survey on Semi-, Self- and Unsupervised Learning for Image Classification.

Lars Schmarje, Monty Santarossa, Simon-Martin Schröder, Reinhard Koch

IEEE Access, 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

A survey on Semi-, Self- and Unsupervised Techniques in Image Classification.

Lars Schmarje, Monty Santarossa, Simon-Martin Schröder, 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