Publications

Attention-Guided Masked Autoencoders for Learning Image Representations
Leon Sick, Dominik Engel, Pedro Hermosilla, Timo Ropinski (2025). Attention-Guided Masked Autoencoders for Learning Image Representations. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).

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Unsupervised Semantic Segmentation Through Depth-Guided Feature Correlation and Sampling
Leon Sick, Dominik Engel, Pedro Hermosilla, Timo Ropinski (2024). Unsupervised Semantic Segmentation Through Depth-Guided Feature Correlation and Sampling. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

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Deep Learning in Volume Rendering
Dominik Engel (2024). Deep Learning in Volume Rendering. PhD Thesis, Ulm University.

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Leveraging Self-Supervised Vision Transformers for Segmentation-based Transfer Function Design
Dominik Engel, Leon Sick, Timo Ropinski (2023). Leveraging Self-Supervised Vision Transformers for Segmentation-based Transfer Function Design. IEEE Transactions on Visualization and Computer Graphics (TVCG).

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Monocular Depth Decomposition of Semi-Transparent Volume Renderings
Dominik Engel, Sebastian Hartwig, Timo Ropinski (2022). Monocular Depth Decomposition of Semi-Transparent Volume Renderings. IEEE Transactions on Visualization and Computer Graphics (TVCG).

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Differentiable Electron Microscopy Simulation: Methods and Applications for Visualization
Ngan Nguyen, Feng Liang, Dominik Engel, Ciril Bohak, Peter Wonka, Timo Ropinski, Ivan Viola (2022). Differentiable Electron Microscopy Simulation: Methods and Applications for Visualization. IEEE Pacific Visualization Conference (PacificVis).

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Finding Nano-Ötzi: Cryo-Electron Tomography Visualization Guided by Learned Segmentation
Ngan Nguyen, Ciril Bohak, Dominik Engel, Peter Mindek, Ondřej Strnad, Peter Wonka, Sai Li, Timo Ropinski, Ivan Viola (2021). Finding Nano-Ötzi: Cryo-Electron Tomography Visualization Guided by Learned Segmentation. IEEE Transactions on Visualization and Computer Graphics (TVCG).

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Property-Based Testing for Visualization Development
Michael Stegmaier, Dominik Engel, Jannik Olbrich, Timo Ropinski, Matthias Tichy (2021). Property-Based Testing for Visualization Development. The Gap between Visualization Research and Visualization Software (VisGap).

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Deep Volumetric Ambient Occlusion
Dominik Engel, Timo Ropinski (2021). Deep Volumetric Ambient Occlusion. IEEE Transactions on Visualization and Computer Graphics (TVCG).

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