The Faculty of Mathematics and Natural Sciences: Search
Now showing items 71-80 of 118
Bridging between data and knowledge: New ways to better understand Alzheimer's Disease and Type 2 Diabetes comorbidity
(2021-06-15)
The holistic understanding of biological phenomena enabled by systems biology forms the basis of current research. As opposed to the principle of classical biology where behavior of a biological system is explained by ...
How to Conduct Security Studies with Software Developers
(2022-07-13)
As our everyday life depends on software and its security, studies with software developers become ever more important. Motivated by multiple security breaches caused by issues during software development, more studies ...
Fast, Accurate and Steerable Segmentation of Drusen in Optical Coherence Tomography
(2020-10-05)
Age-related macular degeneration (AMD) is known to be the leading cause for blindness in developed countries. One of the early appearing biomarkers of AMD are drusen that develop between the retinal pigment epithelium (RPE) ...
Conversational Question Answering over Knowledge Graphs with Answer Verbalization
(2022-12-05)
In recent years, publicly available knowledge graphs (KG) have been broadly adopted as a source of knowledge in several tasks such as entity linking, relation extraction, and question answering. Question answering (QA) ...
On Modeling and Assessing Uncertainty Estimates in Neural Learning Systems
(2023-04-20)
While neural networks are universal function approximators when looked at from a theoretical perspective, we face, in practice, model size constraints and highly sparse data samples from open-world contexts. These limitations ......
Extracting and Exploiting Structure in Point Clouds for Editing and Interpolation
(2022-12-22)
Modern movies and computer games employ rich virtual environments to offer the consumer an immersive experience. Digital models are often easier and more cost-efficient to create than acquiring
real-world film footage ...
Robust Information Extraction From Unstructured Documents
(2023-01-03)
In computer science, robustness can be thought of as the ability of a system to handle erroneous or nonstandard input during execution. This thesis studies the robustness of the methods that extract structured information ...
3D Hand Pose Estimation from Single RGB Images with Auxiliary Information
(2022-12-14)
3D hand pose estimation from monocular RGB inputs is critical for augmented and virtual reality applications, and has achieved remarkable progress due to the revolution of deep learning. Existing deep-learning-based hand ...
Imaging Outside The Box: Enhancing the Performance and Applicability of Time-of-Flight Sensors through Computational Sensing
(2022-12-12)
Time-of-Flight (ToF) imaging, which allows to measure the time that light has taken to travel from a light source to a camera, is an increasingly relevant sensing modality. ToF imagers are used, for example, in smartphones, ...
Multiplexing and Multi-Mode Super-Resolution for Digital Material Appearance
(2023-01-30)
The visual appearance of materials on the surface of objects contributes greatly to the overall perception of virtually every scene we encounter every day. However, complex material appearance can be neigh impossible to ...