Steven Landgraf

14 papers Journal 11Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	EMUFormer: Efficient Multi-task Uncertainties for Reliable Joint Semantic Segmentation and Monocular Depth Estimation. Int. J. Comput. Vis. Steven Landgraf, Markus Hillemann, Theodor Kapler, Markus Ulrich
2025	J	`jnl`	A Critical Synthesis of Uncertainty Quantification and Foundation Models in Monocular Depth Estimation. CoRR Steven Landgraf, Rongjun Qin, Markus Ulrich
2025	J	`jnl`	An Evaluation of DUSt3R/MASt3R/VGGT 3D Reconstruction on Photogrammetric Aerial Blocks. CoRR Xinyi Wu, Steven Landgraf, Markus Ulrich, Rongjun Qin
2025	J	`jnl`	Density uncertainty quantification with NeRF-Ensembles: Impact of data and scene constraints. Int. J. Appl. Earth Obs. Geoinformation Miriam Jäger, Steven Landgraf, Boris Jutzi
2025	—	`—`	Efficient Estimation and Exploitation of Predictive Uncertainties in Deep Learning-based Machine Vision. Steven Landgraf
2025	—	`conf`	Rethinking Semi-supervised Segmentation Beyond Accuracy: Reliability and Robustness. DAGM GCPR Steven Landgraf, Markus Hillemann, Markus Ulrich
2025	J	`jnl`	Rethinking Semi-supervised Segmentation Beyond Accuracy: Reliability and Robustness. CoRR Steven Landgraf, Markus Hillemann, Markus Ulrich
2024	—	`conf`	Efficient Multi-task Uncertainties for Joint Semantic Segmentation and Monocular Depth Estimation. GCPR (2) Steven Landgraf, Markus Hillemann, Theodor Kapler, Markus Ulrich
2024	J	`jnl`	Efficient Multi-task Uncertainties for Joint Semantic Segmentation and Monocular Depth Estimation. CoRR Steven Landgraf, Markus Hillemann, Theodor Kapler, Markus Ulrich
2024	J	`jnl`	Evaluation of Multi-task Uncertainties in Joint Semantic Segmentation and Monocular Depth Estimation. CoRR Steven Landgraf, Markus Hillemann, Theodor Kapler, Markus Ulrich
2023	J	`jnl`	DUDES: Deep Uncertainty Distillation using Ensembles for Semantic Segmentation. CoRR Steven Landgraf, Kira Wursthorn, Markus Hillemann, Markus Ulrich
2023	J	`jnl`	Density Uncertainty Quantification with NeRF-Ensembles: Impact of Data and Scene Constraints. CoRR Miriam Jäger, Steven Landgraf, Boris Jutzi
2023	J	`jnl`	Segmentation of Industrial Burner Flames: A Comparative Study from Traditional Image Processing to Machine and Deep Learning. CoRR Steven Landgraf, Markus Hillemann, Moritz Aberle, Valentin Jung, Markus Ulrich
2023	J	`jnl`	U-CE: Uncertainty-aware Cross-Entropy for Semantic Segmentation. CoRR Steven Landgraf, Markus Hillemann, Kira Wursthorn, Markus Ulrich