110 citations · 141 across the 6 of their papers we have counts for
6 papers
MultiMediate'24: Multi-Domain Engagement Estimation
Philipp Müller, Michal Balazia, Tobias Baur +8
Estimating the momentary level of participant's engagement is an important prerequisite for assistive systems that support human interactions. Previous work has addressed this task…
Recognizing Emotion Regulation Strategies from Human Behavior with Large Language Models
Philipp Müller, Alexander Heimerl, Sayed Muddashir Hossain +5
Human emotions are often not expressed directly, but regulated according to internal processes and social display rules. For affective computing systems, an understanding of how us…
MultiMediate'23: Engagement Estimation and Bodily Behaviour Recognition in Social Interactions
Philipp Müller, Michal Balazia, Tobias Baur +9
Automatic analysis of human behaviour is a fundamental prerequisite for the creation of machines that can effectively interact with- and support humans in social interactions. In M…
ForDigitStress: A multi-modal stress dataset employing a digital job interview scenario
Alexander Heimerl, Pooja Prajod, Silvan Mertes +7
We present a multi-modal stress dataset that uses digital job interviews to induce stress. The dataset provides multi-modal data of 40 participants including audio, video (motion c…
"GAN I hire you?" -- A System for Personalized Virtual Job Interview Training
Alexander Heimerl, Silvan Mertes, Tanja Schneeberger +6
Job interviews are usually high-stakes social situations where professional and behavioral skills are required for a satisfactory outcome. Professional job interview trainers give…
GANterfactual - Counterfactual Explanations for Medical Non-Experts using Generative Adversarial Learning
Silvan Mertes, Tobias Huber, Katharina Weitz +2
With the ongoing rise of machine learning, the need for methods for explaining decisions made by artificial intelligence systems is becoming a more and more important topic. Especi…