Monty Santarossa

Statistics

Publications

Citations

251

H-Index

Active since

2020

Affiliations

Christian-Albrechts-Universität zu Kiel(Current)

Monty Santarossa is an author at Christian-Albrechts-Universität zu Kiel specializing in deep learning, semi-supervised learning, and self-supervised learning.

ORCID

Top concepts

Data MiningEngineeringData ScienceDeep LearningImage AnalysisMachine VisionComputer VisionComputer ScienceMachine LearningPattern Recognition

Publications per year

2020–2022

Publications

A Survey on Semi-, Self- and Unsupervised Learning for Image Classification

Lars Schmarje, Monty Santarossa, Simon‐Martin Schröder et al. · IEEE Access · 2021 · 208 citations · Full text

A survey on Semi-, Self- and Unsupervised Techniques in Image Classification.

Lars Schmarje, Monty Santarossa, Simon‐Martin Schröder et al. · arXiv (Cornell University) · 2020 · 17 citations · Full text

Convolutional Neural Network, Multiple Instance Learning, Engineering +18

Fuzzy Overclustering: Semi-Supervised Classification of Fuzzy Labels with Overclustering and Inverse Cross-Entropy

Lars Schmarje, Johannes Brünger, Monty Santarossa et al. · Sensors · 2021 · 13 citations · Full text

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

Monty Santarossa, Claus von der Burchard, Lars Schmarje et al. · Medical Imaging 2022: Image Processing · 2022 · 13 citations

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