Fabio Hellmann

14 papers A 1Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
GANonymization: A GAN-Based Face Anonymization Framework for Preserving Emotional Expressions.
ACM Trans. Multim. Comput. Commun. Appl.
Fabio Hellmann, Silvan Mertes, Mohamed Benouis, Alexander Hustinx, Tzung-Chien Hsieh, Cristina Conati, Peter M. Krawitz, Elisabeth André
2024 J jnl
Anonymization of Faces.
Datenschutz und Datensicherheit (dud)
Fabio Hellmann, Elisabeth André, Mohamed Benouis, Benedikt Buchner, Silvan Mertes
2024 J jnl
Approximating facial expression effects on diagnostic accuracy
Bioinform.
Tanviben Patel, Amna A. Othman, Ömer Sümer, Fabio Hellmann, Peter M. Krawitz, Elisabeth André, Molly E. Ripper, Chris Fortney, Susan Persky, Ping Hu, Cedrik Tekendo-Ngongang, Suzanna E. Ledgister Hanchard, Kendall A. Flaharty, Rebekah L. Waikel, Dat Duong, Benjamin D. Solomon
2024 — conf
More Than Noise: Assessing the Viscosity of Food Products Based on Sound Emission.
DeLTA (1)
Dominik Schiller, Silvan Mertes, Marcel Achzet, Fabio Hellmann, Ruben Schlagowski, Elisabeth André
2024 J jnl
The STOIC2021 COVID-19 AI challenge: Applying reusable training methodologies to private data.
Medical Image Anal.
Luuk H. Boulogne, Julian Lorenz, Daniel Kienzle, Robin Schön, Katja Ludwig, Rainer Lienhart, Simon Jégou, Guang Li, Cong Chen, Qi Wang, Derik Shi, Mayug Maniparambil, Dominik Müller, Silvan Mertes, Niklas Schröter, Fabio Hellmann, Miriam Elia, Ine Dirks, Matías Nicolás Bossa, Abel Díaz Berenguer, Tanmoy Mukherjee, Jef Vandemeulebroucke, Hichem Sahli, Nikos Deligiannis, Panagiotis Gonidakis, Ngoc Dung Huynh, Imran Razzak, Mohamed Reda Bouadjenek, Mario Verdicchio, Pasquale Borrelli, Marco Aiello, James A. Meakin, Alexander Lemm, Christoph Russ, Razvan Ionasec, Nikos Paragios, Bram van Ginneken, Marie-Pierre Revel
2023 — conf
Few-Shot Meta-Learning for Recognizing Facial Phenotypes of Genetic Disorders.
MIE
Ömer Sümer, Fabio Hellmann, Alexander Hustinx, Tzung-Chien Hsieh, Elisabeth André, Peter M. Krawitz
2023 J jnl
GANonymization: A GAN-based Face Anonymization Framework for Preserving Emotional Expressions.
CoRR
Fabio Hellmann, Silvan Mertes, Mohamed Benouis, Alexander Hustinx, Tzung-Chien Hsieh, Cristina Conati, Peter M. Krawitz, Elisabeth André
2023 A conf
Improving Deep Facial Phenotyping for Ultra-rare Disorder Verification Using Model Ensembles.
WACV
Alexander Hustinx, Fabio Hellmann, Ömer Sümer, Behnam Javanmardi, Elisabeth André, Peter M. Krawitz, Tzung-Chien Hsieh
2023 J jnl
The STOIC2021 COVID-19 AI challenge: applying reusable training methodologies to private data.
CoRR
Luuk H. Boulogne, Julian Lorenz, Daniel Kienzle, Robin Schön, Katja Ludwig, Rainer Lienhart, Simon Jégou, Guang Li, Cong Chen, Qi Wang, Derik Shi, Mayug Maniparambil, Dominik Müller, Silvan Mertes, Niklas Schröter, Fabio Hellmann, Miriam Elia, Ine Dirks, Matías Nicolás Bossa, Abel Díaz Berenguer, Tanmoy Mukherjee, Jef Vandemeulebroucke, Hichem Sahli, Nikos Deligiannis, Panagiotis Gonidakis, Ngoc Dung Huynh, Imran Razzak, Mohamed Reda Bouadjenek, Mario Verdicchio, Pasquale Borrelli, Marco Aiello, James A. Meakin, Alexander Lemm, Christoph Russ, Razvan Ionasec, Nikos Paragios, Bram van Ginneken, Marie-Pierre Revel Dubois
2023 — conf
Towards Automated COVID-19 Presence and Severity Classification.
MIE
Dominik Müller, Silvan Mertes, Niklas Schröter, Fabio Hellmann, Miriam Elia, Bernhard Bauer, Wolfgang Reif, Elisabeth André, Frank Kramer
2023 J jnl
Towards Automated COVID-19 Presence and Severity Classification.
CoRR
Dominik Müller, Niklas Schröter, Silvan Mertes, Fabio Hellmann, Miriam Elia, Wolfgang Reif, Bernhard Bauer, Elisabeth André, Frank Kramer
2022 J jnl
Few-Shot Meta Learning for Recognizing Facial Phenotypes of Genetic Disorders.
CoRR
Ömer Sümer, Fabio Hellmann, Alexander Hustinx, Tzung-Chien Hsieh, Elisabeth André, Peter M. Krawitz
2022 J jnl
Improving Deep Facial Phenotyping for Ultra-rare Disorder Verification Using Model Ensembles.
CoRR
Alexander Hustinx, Fabio Hellmann, Ömer Sümer, Behnam Javanmardi, Elisabeth André, Peter M. Krawitz, Tzung-Chien Hsieh
2021 — conf
Deformable Dilated Faster R-CNN for Universal Lesion Detection in CT Images.
EMBC
Fabio Hellmann, Zhao Ren, Elisabeth André, Björn W. Schuller