Theses Supervision | Christian Lülf | Department of Information Systems

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Christian Lülf, MSc
Former Research Assistant

Chair of Machine Learning and Data Engineering (Prof. Gieseke)

Leonardo Campus 3
48149 Münster

Supervised Theses
- Developing a Unified NLP Model: From Expert Single-Task Models to Multi-Task Learning Transformers (Master's thesis IS, 2024)
- Uncertainty Estimation for Detecting Dataset Shifts in Semantic Segmentation for Railway Applications (Master's thesis IS, 2024)
- Machine Learning for Football Match Outcomes: A Data-Driven Approach to Football Analytics (Bachelor's thesis IS, 2024)
- Interactive Web Application for Training Data Generation in Satellite Imagery using Segment Anything Model (Bachelor's thesis IS, 2023)
- Evaluation of Image Feature Extraction Methods for Nearest Neighbor Search on Satellite Imagery (Master's thesis IS, 2023)
- Detection and Segmentation of Tree Instances on a Rwandan Satellite Dataset (Bachelor's thesis IS, 2022)
- Experimental Improvement of Streaming Quality in a Cloud-Based Geographical Information System (Bachelor's thesis IS, 2022)
- Reverse image search using deep discrete feature extraction and locality-sensitive hashing (Bachelor's thesis IS, 2021)
- Semantic Segmentation of Satellite Images Using Point Supervision (Master's thesis IS, 2021)