Hornauer Julia, M. Sc.


  • Deep Learning for Embedded Devices 
  • Uncertainty Estimation of Deep Neural Network Predictions 
  • Monocular Depth Estimation
  • Out-of-Distribution Detection 
  • Project: KI Delta Learning 


Supervision of the experiment "Verladebrücke" in Praktikum Regelungstechnik

Supervision of the experiment "Prozessmesstechnik" in Praktikum Mess- und Automatisierungstechnik


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


Research Assistant


Hornauer Julia, M. Sc.
Room: 45.2.219
Phone: +49 (0)731 50 27061
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Office hours

On appointment