List of running thesis

MA

TitleTypeStart/end dateStudentPrimary supervisor
Harnessing the Power of Large Language Models for Long Context-Coherent Script-writingMA thesisDecember 1, 2024 - May 31, 2025Jibak SarkarSoroosh Tayebi Arasteh
Generation of IEC 61131-3 SFCs conditioned on textual user intents and existing sequencesMA thesisOctober 1, 2024 - March 31, 2025Muhammad Shafiq Bin Bazalanul AzamSoroosh Tayebi Arasteh
Design and Dataset Generation of Scanning Objects for CT Trajectory OptimizationMA thesisJanuary 1, 1970 - January 1, 1970Anshul DhingraLinda-Sophie Schneider
Leveraging Large Language Models for Scanner-Compatible CT Protocol GenerationMA thesisDecember 1, 2024 - May 31, 2025Xingjian KangLinda Vorberg
Neural Network based classification on dynamic clouds: Integrating video analysis and time series monitoring dataMA thesisSeptember 1, 2024 - March 1, 2025Vaibhav UppalErnst Wittmann (Jülich Zentrum)
Real-Time Traffic Sign Detection for Smart Data LoggingMA thesisApril 30, 2024 - October 31, 2024Christian ZöllnerMathias Zinnen
Deep Learning for Geo-Referencing Historical Utility Documents With Geographical FeaturesMA thesisSeptember 1, 2024 - February 28, 2025Hatem MousaAndreas Maier
Improving OCR for Structured Documents using Domain KnowledgeMA thesisSeptember 15, 2024 - March 15, 2025Zacharias ZeilerMathias Zinnen
Real-time Path Loss Prediction Using Deep Learning for Smart Meter Communication SystemMA thesisSeptember 1, 2024 - February 28, 2025Aditya Pratap SinghAndreas Maier
Evaluating the Performance of GAMS for Predicting Mortality Compared to Traditional Scoring SystemsMA thesisMay 1, 2024 - October 31, 2024Hassan AhmedNastassia Vysotskaya
Multicenter Study of Brain Metastases AutosegmentationMA thesisJune 17, 2024 - December 16, 2024Songjiang TanYixing Huang
Image-to-Image Translation Using Latent Diffusion ModelsMA thesisSeptember 1, 2024 - February 28, 2025Xiaoliang WangYixing Huang
Automated Configuration of U-Net Architecture for Medical Image SegmentationMA thesisJune 1, 2024 - December 1, 2024Junliang KangChang Liu
Assessing the Impact of LLMs on Reduction of Supplier-Related Warranty Costs of Siemens Healthineers’ Global Supply ChainMA thesisOctober 15, 2024 - April 14, 2025Pavan BolisettySoroosh Tayebi Arasteh
Medical Image Foundation Model for MR AbnormalitiesMA thesisNovember 1, 2024 - May 1, 2025Ajay SinghBadhan Das
Advanced LLM Prompting for Patient-Tailored CT Protocol AdjustmentMA thesisNovember 1, 2024 - April 30, 2025Zeinab Aliakbari MamaghaniLinda Vorberg
Enhance MRI Reliability by leveraging GANs to learn corrupted ImagesMA thesisNovember 1, 2024 - May 1, 2025Sejal BangarZijin Yang
CLICK-SPOT: Detection and Classification of Cetacean Echolocation Clicks using Image-based Object Detection Methods applied to Advanced Wavelet-based TransformationsMA thesisSeptember 1, 2024 - March 1, 2025Christopher HauerAlexander Barnhill
Detection of Alzheimer’s disease and depression in speech by Graph Neural NetworksMA thesisJuly 1, 2024 - January 1, 2025Moritz LinkPerez Toro
Ensuring Quality of Bots Powered by Generative Artificial Intelligence with Automated AI-Persona-Based TestingMA thesisSeptember 16, 2024 - March 16, 2025Muhammad Fazeel ArifVincent Christlein
xLSTM: Extended Long Short-Term Memory for Enhanced Performance and ScalabilityMA thesisOctober 1, 2024 - April 1, 2025Mohamad El Hage AliVincent Christlein
Automatic Data Augmentation for 3D Medical Image SegmentationMA thesisMay 1, 2024 - November 1, 2024Yugashree ChaudhariChang Liu
Predictive Financial Modelling for Siemens Air Insulated SwitchgearsMA thesisJanuary 1, 1970 - January 1, 1970Navya GuptaNastassia Vysotskaya
Predictive Modeling for Pre-Conditioning in VehiclesMA thesisSeptember 1, 2024 - February 28, 2025Nikhil PanchalRainer Schwarz (Mercedes Benz AG)
Machine Learning approach for hiring demand forecasting in Large Scale OrganizationsMA thesisAugust 24, 2024 - February 24, 2025Raj SinhaMikhail Kulyabin
Wearable Virtuosity: Try-On Any Outfit, VirtuallyMA thesisJune 1, 2024 - December 1, 2024Shreyas ChakravarthyVincent Christlein
Development of a Medical X-Ray and CBCT Foundation Model using DINOMA thesisJuly 1, 2024 - January 1, 2025Joshua ScheupleinMaximilian Rohleder
Image Quality Assessment using Generative AIMA thesisJune 1, 2024 - December 1, 2024Michael Liston Seyaze SimoKai Packhäuser
Text Generation in Alzheimer’s DiseaseMA thesisJanuary 1, 1970 - January 1, 1970Mahmoud AlimizelPaula Andrea Pérez-Toro, M. Sc.
Improving Few-shot classification of CXR findingsMA thesisJuly 1, 2024 - January 1, 2025Hamza NaeemSheethal Bhat
Evaluating State of the Art Scene Text Recognition Methods for Recognizing Text on TombstonesMA thesisJune 1, 2024 - December 1, 2024Oliver TraubVincent Christlein
Investigating Target Class Influence on Neural Network Compressibility for Edge Deployment in Avian Species IdentificationMA thesisJuly 15, 2024 - January 15, 2025Nina BrolichAlexander Barnhill
Cross-Process Anomaly Detection in Multivariate Time Series for Minimising Quality Drift in Electric Powertrain Production: A Predictive Quality ApproachMA thesisJanuary 1, 1970 - January 1, 1970Aadityan Raghavan KurungatNastassia Vysotskaya
RetNetHTR : Leveraging Retentive Networks for Efficient and Accurate Handwritten Text RecognitionMA thesisJune 27, 2024 - December 27, 2024Changhun KimVincent Christlein
Semi-Supervised Learning for Glacier Front DelineationMA thesisJune 1, 2024 - December 1, 2024Julian KlinkNora Gourmelon
Improving Text Summarization through Guided Decoding of Language ModelsMA thesisJuly 8, 2024 - January 8, 2025Jannick GluchAndreas Maier
Pelvic Fragment Segmentation on Synthetic X-ray ImagesMA thesisJuly 1, 2024 - December 31, 2024Daiqi LiuFuxin Fan
Segmentation of OCT Biomarkers in Retinal Diseases using Deep Learning methodsMA thesisJune 17, 2024 - December 17, 2024Keshav JhaMikhail Kulyabin
Automated Detection and Analysis of Photoreceptors in Retinal ImagingMA thesisJune 10, 2024 - December 10, 2024Prajol ShresthaMikhail Kulyabin
Analysis of Different Optimization Strategies for an Adversarial Chest X-ray Anonymization ApproachMA thesisMay 1, 2024 - November 1, 2024Raja AtrejaKai Packhäuser
Chest X-ray Anonymization and Utility Preservation Using Deep Learning-based TechniquesMA thesisMay 1, 2024 - November 1, 2024Priyanka SinghKai Packhäuser
AI-based Anomaly Detection in Process Signals for Condition Monitoring of Industrial MachinesMA thesisMay 4, 2024 - November 4, 2024Lukas RosteckAleksandra Thamm
Lightweight Early Forest Fire Detection from Unmanned Aerial Vehicles based on Spatial-Temporal CorrelationMA thesisFebruary 1, 2024 - August 1, 2024Simon GrauVincent Christlein
Calving Fronts and How to Segment Them Using Diffusion NetworksMA thesisMay 1, 2024 - November 1, 2024Benedikt MielkeNora Gourmelon
Multimodal Gesture Classification in Artwork ImagesMA thesisMarch 1, 2024 - September 1, 2024Azhar HussianMathias Zinnen
CFD Simulation for Blood Flow in Embolization ProceduresMA thesisJune 1, 2024 - November 30, 2024Victoria Alejandra Rincon GuevaraNoah Maul
Deep Learning for Glioma Survival PredictionMA thesisApril 1, 2024 - September 30, 2024Ameni GatriAhmed Gomaa (Uniklinikum Erlangen)
Deep Learning for Bias Field Correction in MRI ScansMA thesisJune 1, 2024 - November 30, 2024Tobias KriegLaura Pfaff
Deep Learning-Based Breast Density Categorization in Asian WomenMA thesisDecember 15, 2023 - June 15, 2024Deepak BhatiaAdarsh Bhandary Panambur, M.Sc.
Improvements in SSL image-text learnings on CXR imagesMA thesisMarch 1, 2024 - August 1, 2024Prakhar BharadwajSheethal Bhat
Understanding Odor Descriptors through Advanced NLP Models and Semantic ScoresMA thesisFebruary 23, 2024 - August 23, 2024Fatma MamiAndreas Maier
Explainable Predictive Maintenance: Forecasting and Anomaly Detection of Diagnostic Trouble Codes for Truck Fleet ManagementMA thesisMarch 1, 2024 - August 31, 2024Aman QureshiAndreas Maier
Attention Artifact! Misalignment and artifact detection using deep learning and augmentationMA thesisJanuary 1, 1970 - January 1, 1970Andreas Maier
Automatic detection of Bronchoscopes on x-ray imagesMA thesisMarch 1, 2024 - August 31, 2024Maryam ParvinMaximilian Rohleder
Scamming Scammers using Large Language ModelsMA thesisJanuary 1, 1970 - January 1, 1970Linda-Sophie Schneider
Towards Automated Learning-based Image Quality Prediction of Cone-Beam CT Reconstructions from few Scout Images for Metal Artifact AvoidanceMA thesisFebruary 12, 2024 - August 12, 2024Nicolas Clemens MünsterMaximilian Rohleder
End-to-end detection and 3D localization of implants from multi-view images for surgical CBCT metal artifact avoidanceMA thesisJanuary 1, 2024 - July 1, 2024Max WagnerMaximilian Rohleder
Detection of Pancreatic Duct in Computed TomographyMA thesisMay 1, 2024 - November 29, 2024Jie Yi TanLeonhard Rist
Graph Neural Networks in Pathological SpeechMA thesisJanuary 1, 1970 - January 1, 1970Paula Andrea Pérez-Toro, M. Sc.
Classification of industrial parts using synthetic data from CAD modelsMA thesisJanuary 1, 2024 - July 1, 2024Parteek ParteekVincent Christlein
Reinforcement learning to learn mean average precision learningMA thesisDecember 1, 2023 - June 1, 2024Murali HemannaVincent Christlein
Killer Whale Localization using Deep LearningMA thesisDecember 1, 2023 - June 1, 2024Mohit KumarAlexander Barnhill
Unsupervised Domain Adaptation Using Contrastive Learning for Multi-modal Cardiac MR SegmentationMA thesisNovember 15, 2023 - May 15, 2024Mingcheng FanMingxuan Gu
Style Transfer on Simulated Mouse Tibia Based on Deep Neural NetworksMA thesisNovember 1, 2023 - May 1, 2024Chao LuoMingxuan Gu
Robot Movement Planning for Obstacle Avoidance using Reinforcement LearningMA thesisJune 3, 2024 - January 1, 1970Junyan PengLinda-Sophie Schneider
Deep Learning-Based Optical Flow for Camera Pose Estimation in Navigation Assistance for Blind Pedestrians on SidewalksMA thesisMarch 21, 2023 - September 21, 2023Kubilay YazogluHakan Calim
Deep learning brain surface modelling for target volume definition in radiotherapyMA thesisJanuary 1, 1970 - January 1, 1970Yixing Huang
Deep learning based information retrieval from technical drawingsMA thesisJanuary 1, 1970 - January 1, 1970Martin GeitnerSiming Bayer
Machine Learning Based Analysis of EEG Data Recorded during Stimulation with Continuous SpeechMA thesisJanuary 1, 2023 - July 3, 2023Nikola KölblDr. rer. nat. Patrick Krauß
Ground Truth based Convolution Kernel Initialization Method for Medical Image SegmentationMA thesisJuly 1, 2022 - January 1, 2023Nazmus SakibZijin Yang
Contextual Meta Knowledge integrated into a Fully-Automated Multi-Stage Deep Learning Framework for Killer Whale Individual ClassificationMA thesisDecember 1, 2020 - June 1, 2022Sangeetha Hassan Shivaprasad
Cardiac Functional Analysis – Automated Strain Analysis of the left Ventricle using Computed TomographyMA thesisJanuary 1, 2022 - July 1, 2022Klaus FischerFelix Denzinger
DL based image reconstruction/enhancement for contrast agent minimization in cardiac MRIMA thesisJanuary 1, 1970 - January 1, 1970Elisabeth Preuhs (née Hoppe)

BA

TitleTypeStart/end dateStudentPrimary supervisor
A Comparative Study of Transformer-Based Models and CNNs for Semantic Segmentation in Industrial CT ScansBA thesisOctober 14, 2024 - January 1, 1970Christiane KotschMartin Leipert
EcoScapes: LLM-powered advice for crafting sustainable citiesBA thesisSeptember 1, 2024 - February 1, 2025Martin RöhnNora Gourmelon
Analyzing the influence of writer-depended features in writer identification using Convolutional Neural NetworksBA thesisMay 27, 2024 - October 27, 2024Luca KlemVincent Christlein
Transformers vs. Convolutional Networks for 3D segmentation in industrial CT dataBA thesisJanuary 1, 1970 - January 1, 1970Martin Leipert
Developing and Evaluating Image Similarity Metrics for Enhanced Classification Performance in 2D DatasetsBA thesisOctober 1, 2024 - February 28, 2025Marius KernLinda-Sophie Schneider
Machine Learning Based Optimization of Material Decomposition in Multi-Spectral Computed TomographyBA thesisNovember 13, 2023 - January 1, 1970Thilo NegendanckFlorian Goldmann
Writer Verification/Identification using SuperPoint and SuperGlueBA thesisMay 16, 2022 - October 17, 2022Alexander KlingebielVincent Christlein