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2020 – today
- 2024
[j3]Monty Santarossa
, Tebbo Tassilo Beyer, Amelie Bernadette Antonia Scharf, Ayse Tatli, Claus von der Burchard, Jakob Nazarenus, Johann Baptist Roider, Reinhard Koch:
When Two Eyes Don't Suffice - Learning Difficult Hyperfluorescence Segmentations in Retinal Fundus Autofluorescence Images via Ensemble Learning. J. Imaging 10(5): 116 (2024)- 2023
- [c4]Lars Schmarje, Vasco Grossmann, Tim Michels, Jakob Nazarenus, Monty Santarossa, Claudius Zelenka, Reinhard Koch:
Label Smarter, Not Harder: CleverLabel for Faster Annotation of Ambiguous Image Classification with Higher Quality. DAGM 2023: 459-475 - [i6]Lars Schmarje, Vasco Grossmann, Tim Michels, Jakob Nazarenus, Monty Santarossa, Claudius Zelenka, Reinhard Koch:
Label Smarter, Not Harder: CleverLabel for Faster Annotation of Ambiguous Image Classification with Higher Quality. CoRR abs/2305.12811 (2023) - 2022
- [c3]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 - [c2]Monty Santarossa, Ayse Kilic, Claus von der Burchard, Lars Schmarje, Claudius Zelenka, Stefan Reinhold, Reinhard Koch, Johann Roider:
MedRegNet: unsupervised multimodal retinal-image registration with GANs and ranking loss. Medical Imaging: Image Processing 2022 - 2021
- [j2]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) - [j1]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) - [c1]Monty Santarossa, Lukas Schneider, Claudius Zelenka, Lars Schmarje, Reinhard Koch, Uwe Franke:
Learning Stixel-based Instance Segmentation. IV 2021: 427-434 - [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]Monty Santarossa, Lukas Schneider, Claudius Zelenka, Lars Schmarje, Reinhard Koch, Uwe Franke:
Learning Stixel-based Instance Segmentation. CoRR abs/2107.03070 (2021) - [i3]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
- [i2]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) - [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)
Coauthor Index
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