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ORCIDSteven Landgraf
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2020 – today
- 2025
[b1]Steven Landgraf:
Efficient Estimation and Exploitation of Predictive Uncertainties in Deep Learning-based Machine Vision. Karlsruhe Institute of Technology, Germany, 2025- [j1]Miriam Jäger, Steven Landgraf
, Boris Jutzi:
Density uncertainty quantification with NeRF-Ensembles: Impact of data and scene constraints. Int. J. Appl. Earth Obs. Geoinformation 137: 104406 (2025) - [c2]Steven Landgraf, Markus Hillemann, Markus Ulrich:
Rethinking Semi-supervised Segmentation Beyond Accuracy: Reliability and Robustness. DAGM GCPR 2025: 434-452 - [i9]Steven Landgraf, Rongjun Qin, Markus Ulrich:
A Critical Synthesis of Uncertainty Quantification and Foundation Models in Monocular Depth Estimation. CoRR abs/2501.08188 (2025) - [i8]Steven Landgraf, Markus Hillemann, Markus Ulrich:
Rethinking Semi-supervised Segmentation Beyond Accuracy: Reliability and Robustness. CoRR abs/2506.05917 (2025) - [i7]Xinyi Wu, Steven Landgraf, Markus Ulrich, Rongjun Qin:
An Evaluation of DUSt3R/MASt3R/VGGT 3D Reconstruction on Photogrammetric Aerial Blocks. CoRR abs/2507.14798 (2025) - 2024
- [c1]Steven Landgraf, Markus Hillemann, Theodor Kapler, Markus Ulrich:
Efficient Multi-task Uncertainties for Joint Semantic Segmentation and Monocular Depth Estimation. GCPR (2) 2024: 348-364 - [i6]Steven Landgraf, Markus Hillemann, Theodor Kapler, Markus Ulrich:
Efficient Multi-task Uncertainties for Joint Semantic Segmentation and Monocular Depth Estimation. CoRR abs/2402.10580 (2024) - [i5]Steven Landgraf, Markus Hillemann, Theodor Kapler, Markus Ulrich:
Evaluation of Multi-task Uncertainties in Joint Semantic Segmentation and Monocular Depth Estimation. CoRR abs/2405.17097 (2024) - 2023
- [i4]Steven Landgraf, Kira Wursthorn, Markus Hillemann, Markus Ulrich:
DUDES: Deep Uncertainty Distillation using Ensembles for Semantic Segmentation. CoRR abs/2303.09843 (2023) - [i3]Steven Landgraf, Markus Hillemann, Moritz Aberle, Valentin Jung, Markus Ulrich:
Segmentation of Industrial Burner Flames: A Comparative Study from Traditional Image Processing to Machine and Deep Learning. CoRR abs/2306.14789 (2023) - [i2]Steven Landgraf, Markus Hillemann, Kira Wursthorn, Markus Ulrich:
U-CE: Uncertainty-aware Cross-Entropy for Semantic Segmentation. CoRR abs/2307.09947 (2023) - [i1]Miriam Jäger, Steven Landgraf, Boris Jutzi:
Density Uncertainty Quantification with NeRF-Ensembles: Impact of Data and Scene Constraints. CoRR abs/2312.14664 (2023)
Coauthor Index
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