Edgar Heinert

According to our database, Edgar Heinert authored at least 10 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Explaining, Verifying, and Aligning Semantic Hierarchies in Vision-Language Model Embeddings.

Gesina Schwalbe, Mert Keser, Moritz Bayerkuhnlein, Edgar Heinert, Annika Mütze, Marvin Keller, Sparsh Tiwari, Georgii Mikriukov, Diedrich Wolter, Jae Hee Lee, Matthias Rottmann

CoRR, March, 2026

Predictive Photometric Uncertainty in Gaussian Splatting for Novel View Synthesis.

Chamuditha Jayanga Galappaththige, Thomas Gottwald, Peter Stehr, Edgar Heinert, Niko Sünderhauf, Dimity Miller, Matthias Rottmann

CoRR, March, 2026

2025

Uncertainty Estimation for Novel Views in Gaussian Splatting from Primitive-Based Representations of Error and Visibility.

Thomas Gottwald, Edgar Heinert, Matthias Rottmann

CoRR, August, 2025

Shape Bias and Robustness Evaluation via Cue Decomposition for Image Classification and Segmentation.

Edgar Heinert, Thomas Gottwald, Annika Mütze, Matthias Rottmann

CoRR, March, 2025

On Background Bias of Post-Hoc Concept Embeddings in Computer Vision DNNs.

Gesina Schwalbe, Georgii Mikriukov, Edgar Heinert, Stavros Gerolymatos, Mert Keser, Alois Knoll, Matthias Rottmann, Annika Mütze

Proceedings of the Explainable Artificial Intelligence, 2025

On the Influence of Shape, Texture and Color for Learning Semantic Segmentation.

Annika Mütze, Natalie Grabowsky, Edgar Heinert, Matthias Rottmann, Hanno Gottschalk

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

Transferring Styles for Reduced Texture Bias and Improved Robustness in Semantic Segmentation Networks.

Ben Hamscher, Edgar Heinert, Annika Mütze, Kira Maag, Matthias Rottmann

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

2024

Uncertainty and Prediction Quality Estimation for Semantic Segmentation via Graph Neural Networks.

Edgar Heinert, Stephan Tilgner, Timo Palm, Matthias Rottmann

CoRR, 2024

Reducing Texture Bias of Deep Neural Networks via Edge Enhancing Diffusion.

Edgar Heinert, Matthias Rottmann, Kira Maag, Karsten Kahl

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Uncertainty and Prediction Quality Estimation for Semantic Segmentation via Graph Neural Network.

Edgar Heinert, Stephan Tilgner, Timo Palm, Matthias Rottmann

Proceedings of the 35th British Machine Vision Conference Workshop Proceedings, 2024