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Open Theses

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BT / MT Determinants of Successful Federated Learning Federated Learning Christoph Düsing
BT / MT Constrained Counterfactual Explanations Explainable AI Christoph Düsing

Running / Finished Theses

If you find a thesis particularly interesting despite it being already in progress, please feel free to reach out to the advisor. Often a similar topic can be found.

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BT Extracting Object-Location Relations from a Knowledge Graph Knowledge Graph
Robotics
Jan-Philipp Töberg
MT Federated Learning: Client Clustering with Soft Clusters Federated Learning Christoph Düsing
BT Generating Robot Manipulation Plans in Python Using LLMs Robotics
Large Language Models
Jan-Philipp Töberg
BT / MT Indirectly Knowledge-Informed Word Embeddings Natural Language Processing
Knowledge Graph

Moritz Blum
Basil Ell

BT / MT Information extraction from material science literature Natural Language Processing
Knowledge Graph
Moritz Blum
Basil Ell
BT Towards knowledge extraction: data acquisition and analysis of scientific literature Natural Language Processing
Knowledge Graph
Moritz Blum
Basil Ell
BT / MT Word embedding space exploration Natural Language Processing Moritz Blum
Basil Ell
BT Recreating and Evaluating a Food Cutting Ontology Using OntoGPT Knowledge Graph
Large Language Models
Jan-Philipp Töberg
BT Extracting Task-Specific Knowledge for Unknown Objects in Robot Manipulation Scenarios Knowledge Graph
Knowledge Extraction
Jan-Philipp Töberg
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