6 papers
CytoBERT: A Foundation Model for Cytometry Data
Syed Abdul Haseeb Qadri, Bjarne C. Hiller, Felix Blanke +7
Cytometry measures the complex characteristics of single cells (e.g., counts and protein expression of immune cells) and is widely used across immunological research and clinical s…
Towards representation agnostic probabilistic programming
Ole Fenske, Maximilian Popko, Sebastian Bader +1
Current probabilistic programming languages and tools tightly couple model representations with specific inference algorithms, preventing experimentation with novel representations…
Towards Training-Free Underwater 3D Object Detection from Sonar Point Clouds: A Comparison of Traditional and Deep Learning Approaches
M. Salman Shaukat, Yannik Käckenmeister, Sebastian Bader +1
Underwater 3D object detection remains one of the most challenging frontiers in computer vision, where traditional approaches struggle with the harsh acoustic environment and scarc…
Neuro-Symbolic Artificial Intelligence for Patient Monitoring
Ole Fenske, Sebastian Bader, Thomas Kirste
In this paper we argue that Neuro-Symbolic AI (NeSy-AI) should be applied for patient monitoring. In this context, we introduce patient monitoring as a special case of Human Activi…
Towards Measuring Ethicality of an Intelligent Assistive System
M. Salman Shaukat, J. -C. Põder, Sebastian Bader +1
Artificial intelligence (AI) based assistive systems, so called intelligent assistive technology (IAT) are becoming increasingly ubiquitous by each day. IAT helps people in improvi…
Discovering Behavioral Predispositions in Data to Improve Human Activity Recognition
Maximilian Popko, Sebastian Bader, Stefan Lüdtke +1
The automatic, sensor-based assessment of challenging behavior of persons with dementia is an important task to support the selection of interventions. However, predicting behavior…