Simon-Martin Schröder

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 11

Top Topics

Supervised Classification

Image Classification

Supervised Learning

Clustering Algorithm

Top Venues

Publications

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, 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, Monty Santarossa, Simon-Martin Schröder, Reinhard Koch
A Survey on Semi-, Self- and Unsupervised Learning for Image Classification. IEEE Access 9 (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)
Lars Schmarje, Monty Santarossa, Simon-Martin Schröder, Reinhard Koch
A survey on Semi-, Self- and Unsupervised Techniques in Image Classification. CoRR (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)