Hornauer Julia, M. Sc.
Research
- Deep Learning for Embedded Devices
- Uncertainty Estimation of Deep Neural Network Predictions
- Monocular Depth Estimation
- Out-of-Distribution Detection
- Project: KI Delta Learning
Teaching
Supervision of the experiment "Verladebrücke" in Praktikum Regelungstechnik
Supervision of the experiment "Prozessmesstechnik" in Praktikum Mess- und Automatisierungstechnik
Publications
Hornauer, J., & Belagiannis, V. (2023). Heatmap-based Out-of-Distribution Detection. 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2603-2612. WACV 2023 Open Access
Hornauer, J., & Belagiannis, V. (2022). Gradient-based Uncertainty for Monocular Depth Estimation. European Conference on Computer Vision. ECCV 2022 Conference Papers
Hornauer, J., Nalpantidis, L., & Belagiannis, V. (2021). Visual Domain Adaptation for Monocular Depth Estimation on Resource-Constrained Hardware. 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 954-962. ICCV 2021 Open Access
