List of running thesis

MA

TitleTypeStart/end dateStudentPrimary supervisor
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
A Deep Reinforcement Learning Approach for Optimization of Link Adaptation in 5G Networks and BeyondMA thesisJune 18, 2024 - December 18, 2024Refik SoyakPaul Stöwer
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)
Estimation of 3D Implant Pose and Position from 2D X-Ray Images using Transformer NetworksMA thesisMarch 1, 2024 - September 1, 2024Maximilian WagnerMaximilian Rohleder
Deep Learning for Bias Field Correction in MRI ScansMA thesisJune 1, 2024 - November 30, 2024Tobias KriegLaura Pfaff
Spoken Language Identification for Hearing AidsMA thesisFebruary 23, 2024 - August 23, 2024Mahmoud G. A. SanadAndreas Maier
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
Deep Learning based Collimator DetectionMA thesisDecember 1, 2023 - June 1, 2024Benjamin El-ZeinMaximilian Rohleder
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 QureshiAdithya Ramachandran
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
AI-based Pavement Recognition System for Vehicle Road InfrastructureMA thesisJanuary 15, 2024 - January 15, 2024Al-Schameri, OsamaHakan Calim
Synthetic data creation of defect images for CNN training using GANMA thesisJanuary 1, 2024 - July 1, 2024Asheer AliAndreas Maier
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 - October 31, 2024Jie Yi TanLeonhard Rist
Comparative analysis of word representations in LLMs using BERT and LSTM architectureMA thesisFebruary 1, 2024 - August 1, 2024Chitra AhujaDr. rer. nat. Achim Schilling
Leakage Detection and Modeling in Water Distribution SystemsMA thesisJuly 1, 2023 - December 31, 2023Md Muztaba AhbabAdithya Ramachandran
Graph Neural Networks in Pathological SpeechMA thesisJanuary 1, 1970 - January 1, 1970Paula Andrea Pérez-Toro, M. Sc.
Quantum Machine Learning Techniques in Medical Image Classification: Simulation and HardwareMA thesisDecember 1, 2023 - June 1, 2024Karlo Gabriel Fonseca YakovenkoMerlin Nau
Data Encoding, Parameterization and Generalization of Quantum Machine Learning for Medical ImagingMA thesisDecember 1, 2023 - June 1, 2024Leyi TangMerlin Nau
Cross-Dataset Phonological Speech Analysis of Children with Cleft Lip and PalateMA thesisDecember 7, 2023 - June 7, 2024Marta López-Brea GarcíaAndreas Maier
Classification of industrial parts using synthetic data from CAD modelsMA thesisJanuary 1, 2024 - July 1, 2024Parteek ParteekVincent Christlein
Deep Learning-based Balloon Marker Detection from Angiography DataMA thesisDecember 1, 2023 - May 1, 2024Fateme AtayiFelix Denzinger (Siemens Healthineers AG)
Generalizable X-Ray View SynthesisMA thesisDecember 1, 2023 - June 30, 2024André SchäferNoah Maul
Fitting a 2D to 3D Transformation with Neural Fields for Vessel UnfoldingMA thesisJanuary 2, 2024 - June 30, 2024Anna-Sophie StephanLeonhard Rist
Cross-validation of Network Architectures and Taining Data for Learning-based X-ray Scatter EstimationMA thesisDecember 1, 2023 - June 1, 2024Zaina HusseinNoah Maul
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
Using Reinforcement Learning for Robotic Movement PlanningMA thesisJanuary 1, 1970 - January 1, 1970Junyan PengLinda-Sophie Schneider
Style Transfer of High-resolution Photos to ArtworksMA thesisDecember 13, 2023 - June 13, 2024Jakob SpahnAline Sindel
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
A hybrid approach forLeakage Localization in the Water Distribution NetworkMA thesisJanuary 1, 1970 - January 1, 1970Md Muztaba AhbabAdithya Ramachandran
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
Adaptive Training of Heat Demand Prediction using Continual LearningMA thesisJanuary 1, 1970 - January 1, 1970Marco SchnellSiming Bayer
Novel X-Ray View Synthesis of Surgical ToolsMA thesisJune 1, 2023 - December 1, 2023Maximilian Rohleder
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
Analyzing the influence of writer-depended features in writer identification using Convolutional Neural NetworksBA thesisMay 27, 2024 - October 27, 2024Luca KlemVincent Christlein
Feature Extraction and Dimensionality Reduction Techniques for Assessing Model Similarity in Large-Scale 3D CAD DatasetsBA thesisJanuary 1, 1970 - January 1, 1970Vasily GauertLinda-Sophie Schneider
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 thesisJanuary 1, 1970 - January 1, 1970Marius KernLinda-Sophie Schneider
Brain Tumor Segmentation with Focus on Complex SubregionsBA thesisJanuary 1, 2024 - May 31, 2024Niklas KleuserLuis Carlos Rivera Monroy, M. Sc.
Machine Learning Based Optimization of Material Decomposition in Multi-Spectral Computed TomographyBA thesisNovember 13, 2023 - January 1, 1970Thilo NegendanckFlorian Goldmann
Federated Learning for 3D camera-based weight & height estimationBA thesisMay 1, 2024 - September 30, 2024Robin HoeppLeonhard Rist
Writer Verification/Identification using SuperPoint and SuperGlueBA thesisMay 16, 2022 - October 17, 2022Alexander KlingebielVincent Christlein