Fabio Hellmann

Orcid: 0000-0001-6404-0827

According to our database1, Fabio Hellmann authored at least 9 papers between 2021 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2021
2022
2023
2024
2025
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1
2
3
4
5
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3
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3
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Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2025
GANonymization: A GAN-Based Face Anonymization Framework for Preserving Emotional Expressions.
ACM Trans. Multim. Comput. Commun. Appl., January, 2025

2024
Anonymization of Faces.
Datenschutz und Datensicherheit (dud), June, 2024

The STOIC2021 COVID-19 AI challenge: Applying reusable training methodologies to private data.
Medical Image Anal., 2024

Approximating facial expression effects on diagnostic accuracy <i>via</i> generative AI in medical genetics.
Bioinform., 2024

More Than Noise: Assessing the Viscosity of Food Products Based on Sound Emission.
Proceedings of the Deep Learning Theory and Applications, 2024

2023
Improving Deep Facial Phenotyping for Ultra-rare Disorder Verification Using Model Ensembles.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Few-Shot Meta-Learning for Recognizing Facial Phenotypes of Genetic Disorders.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Towards Automated COVID-19 Presence and Severity Classification.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

2021
Deformable Dilated Faster R-CNN for Universal Lesion Detection in CT Images.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021


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