Monty Santarossa

15 papers B 1C 1Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Don't Mind the Gaps: Implicit Neural Representations for Resolution-Agnostic Retinal OCT Analysis.
CoRR
Bennet Kahrs, Julia Andresen, Fenja Falta, Monty Santarossa, Heinz Handels, Timo Kepp
2026 — conf
Visual Acuity Assessment from Uni- and Multimodal Retinal Image Data using the Foundation Model MIRAGE.
Bildverarbeitung für die Medizin
Caroline von Dresky, Claus von der Burchard, Monty Santarossa, Julia Andresen, Marc S. Seibel, Timo Kepp, Johann Roider, Heinz Handels
2024 J jnl
When Two Eyes Don't Suffice - Learning Difficult Hyperfluorescence Segmentations in Retinal Fundus Autofluorescence Images via Ensemble Learning.
J. Imaging
Monty Santarossa, Tebbo Tassilo Beyer, Amelie Bernadette Antonia Scharf, Ayse Tatli, Claus von der Burchard, Jakob Nazarenus, Johann Baptist Roider, Reinhard Koch
2023 — conf
Label Smarter, Not Harder: CleverLabel for Faster Annotation of Ambiguous Image Classification with Higher Quality.
DAGM
Lars Schmarje, Vasco Grossmann, Tim Michels, Jakob Nazarenus, Monty Santarossa, Claudius Zelenka, Reinhard Koch
2023 J jnl
Label Smarter, Not Harder: CleverLabel for Faster Annotation of Ambiguous Image Classification with Higher Quality.
CoRR
Lars Schmarje, Vasco Grossmann, Tim Michels, Jakob Nazarenus, Monty Santarossa, Claudius Zelenka, Reinhard Koch
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 B conf
MedRegNet: unsupervised multimodal retinal-image registration with GANs and ranking loss.
Image Processing
Monty Santarossa, Ayse Kilic, Claus von der Burchard, Lars Schmarje, Claudius Zelenka, Stefan Reinhold, Reinhard Koch, Johann Roider
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 C conf
Learning Stixel-based Instance Segmentation.
IV
Monty Santarossa, Lukas Schneider, Claudius Zelenka, Lars Schmarje, Reinhard Koch, Uwe Franke
2021 J jnl
Learning Stixel-based Instance Segmentation.
CoRR
Monty Santarossa, Lukas Schneider, Claudius Zelenka, Lars Schmarje, Reinhard Koch, Uwe Franke
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