17 citations · 19 across the 3 of their papers we have counts for
3 papers
CAF-Mamba: Mamba-Based Cross-Modal Adaptive Attention Fusion for Multimodal Depression Detection
Bowen Zhou, Marc-André Fiedler, Ayoub Al-Hamadi
Depression is a prevalent mental health disorder that severely impairs daily functioning and quality of life. While recent deep learning approaches for depression detection have sh…
Automated Deception Detection from Videos: Using End-to-End Learning Based High-Level Features and Classification Approaches
Laslo Dinges, Marc-André Fiedler, Ayoub Al-Hamadi +4
Deception detection is an interdisciplinary field attracting researchers from psychology, criminology, computer science, and economics. We propose a multimodal approach combining d…
Semantic-Aware Environment Perception for Mobile Human-Robot Interaction
Thorsten Hempel, Marc-André Fiedler, Aly Khalifa +2
Current technological advances open up new opportunities for bringing human-machine interaction to a new level of human-centered cooperation. In this context, a key issue is the se…