13 citations · 19 across the 6 of their papers we have counts for
5 papers · 1 filter
What Do End-Users Really Want? Investigation of Human-Centered XAI for Mobile Health Apps
Katharina Weitz, Alexander Zellner, Elisabeth André
In healthcare, AI systems support clinicians and patients in diagnosis, treatment, and monitoring, but many systems' poor explainability remains challenging for practical applicati…
An Efficient Multitask Learning Architecture for Affective Vocal Burst Analysis
Tobias Hallmen, Silvan Mertes, Dominik Schiller +1
Affective speech analysis is an ongoing topic of research. A relatively new problem in this field is the analysis of vocal bursts, which are nonverbal vocalisations such as laughs…
MultiMediate '22: Backchannel Detection and Agreement Estimation in Group Interactions
Philipp Müller, Michael Dietz, Dominik Schiller +5
Backchannels, i.e. short interjections of the listener, serve important meta-conversational purposes like signifying attention or indicating agreement. Despite their key role, auto…
Alternative Data Augmentation for Industrial Monitoring using Adversarial Learning
Silvan Mertes, Andreas Margraf, Steffen Geinitz +1
Visual inspection software has become a key factor in the manufacturing industry for quality control and process monitoring. Semantic segmentation models have gained importance sin…
Intercategorical Label Interpolation for Emotional Face Generation with Conditional Generative Adversarial Networks
Silvan Mertes, Dominik Schiller, Florian Lingenfelser +4
Generative adversarial networks offer the possibility to generate deceptively real images that are almost indistinguishable from actual photographs. Such systems however rely on th…