Monty Santarossa

According to our database, Monty Santarossa authored at least 12 papers between 2020 and 2024.

Collaborative distances:

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

2024

When Two Eyes Don't Suffice - Learning Difficult Hyperfluorescence Segmentations in Retinal Fundus Autofluorescence Images via Ensemble Learning.

Monty Santarossa, Tebbo Tassilo Beyer, Amelie Bernadette Antonia Scharf, Ayse Tatli, Claus von der Burchard, Jakob Nazarenus, Johann Baptist Roider, Reinhard Koch

J. Imaging, May, 2024

2023

Label Smarter, Not Harder: CleverLabel for Faster Annotation of Ambiguous Image Classification with Higher Quality.

Lars Schmarje, Vasco Grossmann, Tim Michels, Jakob Nazarenus, Monty Santarossa, Claudius Zelenka, Reinhard Koch

Proceedings of the Pattern Recognition - 45th DAGM German Conference, 2023

2022

MedRegNet: unsupervised multimodal retinal-image registration with GANs and ranking loss.

Monty Santarossa, Ayse Kilic, Claus von der Burchard, Lars Schmarje, Claudius Zelenka, Stefan Reinhold, Reinhard Koch, Johann Roider

Proceedings of the Medical Imaging 2022: Image Processing, 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.

Lars Schmarje, Johannes Brünger, Monty Santarossa, Simon-Martin Schröder, Rainer Kiko, Reinhard Koch

Dataset, October, 2021

Fuzzy Overclustering.

Lars Schmarje, Johannes Brünger, Monty Santarossa, Simon-Martin Schröder, Rainer Kiko, Reinhard Koch

Dataset, October, 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

Learning Stixel-based Instance Segmentation.

Monty Santarossa, Lukas Schneider, Claudius Zelenka, Lars Schmarje, Reinhard Koch, Uwe Franke

Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

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