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Simon-Martin Schröder
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2020 – today
- 2022
- [j4]Simon-Martin Schröder
, Rainer Kiko
:
Assessing Representation Learning and Clustering Algorithms for Computer-Assisted Image Annotation - Simulating and Benchmarking MorphoCluster. Sensors 22(7): 2775 (2022) - [c2]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: 363-380 - 2021
- [j3]Lars Schmarje
, Monty Santarossa
, Simon-Martin Schröder
, Reinhard Koch
:
A Survey on Semi-, Self- and Unsupervised Learning for Image Classification. IEEE Access 9: 82146-82168 (2021) - [j2]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): 6661 (2021) - [i5]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 abs/2106.16209 (2021) - [i4]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 abs/2110.06630 (2021) - 2020
- [j1]Simon-Martin Schröder
, Rainer Kiko
, Reinhard Koch
:
MorphoCluster: Efficient Annotation of Plankton Images by Clustering. Sensors 20(11): 3060 (2020) - [i3]Lars Schmarje, Monty Santarossa, Simon-Martin Schröder
, Reinhard Koch
:
A survey on Semi-, Self- and Unsupervised Techniques in Image Classification. CoRR abs/2002.08721 (2020) - [i2]Simon-Martin Schröder
, Rainer Kiko, Reinhard Koch:
MorphoCluster: Efficient Annotation of Plankton images by Clustering. CoRR abs/2005.01595 (2020) - [i1]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 abs/2012.01768 (2020)
2010 – 2019
- 2018
- [c1]Simon-Martin Schröder
, Rainer Kiko
, Jean-Olivier Irisson
, Reinhard Koch
:
Low-Shot Learning of Plankton Categories. GCPR 2018: 391-404
Coauthor Index
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