Simon-Martin Schröder

12 papers Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2025 — —
Improvement of Semi-Automatic Image Classification for Plankton Research using Machine Learning.
Simon-Martin Schröder
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
2021 J jnl
A Survey on Semi-, Self- and Unsupervised Learning for Image Classification.
IEEE Access
Lars Schmarje, Monty Santarossa, Simon-Martin Schröder, 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
A survey on Semi-, Self- and Unsupervised Techniques in Image Classification.
CoRR
Lars Schmarje, Monty Santarossa, Simon-Martin Schröder, 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