3 papers
cs.CV2025
Cross-View Cross-Modal Unsupervised Domain Adaptation for Driver Monitoring System
Aditi Bhalla, Christian Hellert, Enkelejda Kasneci
Driver distraction remains a leading cause of road traffic accidents, contributing to thousands of fatalities annually across the globe. While deep learning-based driver activity r…
cs.HC2025
TRUCE-AV: A Multimodal dataset for Trust and Comfort Estimation in Autonomous Vehicles
Aditi Bhalla, Christian Hellert, Enkelejda Kasneci +1
Understanding and estimating driver trust and comfort are essential for the safety and widespread acceptance of autonomous vehicles. Existing works analyze user trust and comfort s…
cs.CV2025
Local Concept Embeddings for Analysis of Concept Distributions in Vision DNN Feature Spaces
Georgii Mikriukov, Gesina Schwalbe, Korinna Bade
Insights into the learned latent representations are imperative for verifying deep neural networks (DNNs) in critical computer vision (CV) tasks. Therefore, state-of-the-art superv…