Browse by Degree programme

Thesis

Behrendt, Julian (2024) From Inline Images to Finger Resistances in Solar Cells using Deep Learning. Master's Thesis / Essay, Artificial Intelligence.

Berentschot, Melle (2024) Finding a Cyclic Path of a Desired Distance on a Map. Master's Thesis / Essay, Artificial Intelligence.

Boven, Leander van (2024) Automated Tumour Segmentation for Fluorescence-Guided Surgery. Master's Thesis / Essay, Artificial Intelligence.

Brouwer, Eric (2024) Vision Guided Prompt Tuning for Few-shot Fine-grained Image Recognition. Master's Thesis / Essay, Artificial Intelligence.

Captari, Marius (2024) When to Explore: Guiding Deep Reinforcement Learning with State Counts and Value State Prediction Errors for Efficient Learning. Master's Thesis / Essay, Artificial Intelligence.

Centen, Lennart (2024) Unlocking the Power of RGB-D Sensing: Advancing Weed Detection in Precision Agriculture. Master's Thesis / Essay, Artificial Intelligence.

Charisis, Alexandros Sokratis (2024) Solid waste detection in context: Merging Datasets and using Open-Set Vision Models. Master's Thesis / Essay, Artificial Intelligence.

Cojocaru, Ioana - Andreea (2024) From Sensors to Sustainability: Deep Learning Approaches to Estimate Evapotranspiration and Optimize Irrigation in Urban Green Areas. Master's Thesis / Essay, Artificial Intelligence.

Coslar, David (2024) Grasping Undercover: The Similarity of Embedded Grasping Representations to Kinematics. Master's Thesis / Essay, Artificial Intelligence.

Dima, Alina Elena (2024) Next-Word Prediction in Low-Resource Languages: A Study on Hrusso Aka. Master's Thesis / Essay, Artificial Intelligence.

Dubiel, Błażej (2024) Autonomous Detection and Classification of Bituminous Joints in Highway Pavement Using Two-staged and Residual-based Convolutional Autoencoder. Master's Thesis / Essay, Artificial Intelligence.

Falzari, Massimiliano (2024) The Primacy Bias Through The Lens of the Fisher Information Matrix. Master's Thesis / Essay, Artificial Intelligence.

Geerligs, Cornelis (2024) Information Extraction from Contracts Using Large Language Models. Master's Thesis / Essay, Artificial Intelligence.

Hafstad Skogen, Ulrik (2024) Confident Diffusion Exploring Epistemic Uncertainty Estimation with Diffusion Models. Master's Thesis / Essay, Artificial Intelligence.

Hammond, Travis (2024) Combining Graph-Based Planning and Deep Reinforcement Learning. Master's Thesis / Essay, Artificial Intelligence.

Harsulescu, Cosmin Roger (2024) ViZDoom as a Benchmarking Platform for Uncertainty Quantification in Reinforcement Learning: An Empirical Study. Master's Thesis / Essay, Artificial Intelligence.

Heeres, Maria (2024) Predicting CAD Severity Using Patient Symptom Descriptions and BERT. Master's Thesis / Essay, Artificial Intelligence.

Herrmann, Nikolai (2024) A Generalized Deep Learning-Based Pipeline for Historical Manuscript Dating. Master's Thesis / Essay, Artificial Intelligence.

Hora de Carvalho, Gonçalo (2024) EVALUATING LARGE LANGUAGE MODELS BEYOND TEXTUAL UNDERSTANDING AND ON KNOWLEDGE OF CHEMISTRY WITH CHILDPLAY AND CHEMRESQA. Master's Thesis / Essay, Artificial Intelligence.

Jacobs, Pieter (2024) Using Large Language Models for Domain Specific Language Synthesis A Case Study for Quantum Chemistry Simulations with ORCA. Master's Thesis / Essay, Artificial Intelligence.

Juffer, Yorick (2024) Detection of Protein Crystals using Uncertainty Estimation with Deep Ensembles. Master's Thesis / Essay, Artificial Intelligence.

Kamsteeg, Iris (2024) Utilising Large Language Models and Confidence Calibration for Effective Entity Matching. Master's Thesis / Essay, Artificial Intelligence.

Keeken, Luuk van (2024) Learning to Adapt: Exploring the Use of Neuromodulation in Adaptive Reinforcement Learning Policies. Master's Thesis / Essay, Artificial Intelligence.

Klaverstijn, Jory (2024) Efficient Forest Analysis using LiDAR: Detection, Segmentation, and Classification of Tree Species. Master's Thesis / Essay, Artificial Intelligence.

Koopmans, Lisa (2024) Towards Self-Supervised Handwritten Text Recognition Using Generative Adversarial Networks. Master's Thesis / Essay, Artificial Intelligence.

Kopmels, M.E. (2024) Reduced skin tone information for Violence Detection: The Grinch method. Master's Thesis / Essay, Artificial Intelligence.

Kuiper, Jesper (2024) Using Conceptors to Extract Abstraction Hierarchies from Corpora of Natural Text: Combatting Word Polysemy Using Word Sense Disambiguation Techniques. Master's Thesis / Essay, Artificial Intelligence.

Laan, Thijs van der (2024) AI-phasia: Next-Word Prediction for Pauses and Paraphasias in Agrammatic Anomic Aphasic Speech Using Unidirectional Large Language Models. Master's Thesis / Essay, Artificial Intelligence.

Lopez, Juan (2024) Visually Grounded Large Language Models (VGLLMs) for Robotic Manipulation in Unknown Environments. Master's Thesis / Essay, Artificial Intelligence.

Lune, Jelmer van (2024) Controlled Generation of Synthetic Colonoscopy Images Containing Polyps using GANs. Master's Thesis / Essay, Artificial Intelligence.

MacRae, Daniel Connor (2024) Seeing the Bigger Picture: Towards Reliable Multi-Label Deep Learning for Improved Prediction of Radiotherapy-Induced Toxicities in Head and Neck Cancer Patients. Master's Thesis / Essay, Artificial Intelligence.

Mahadeshwar, Ruhi Umesh (2024) Reconstructing non-fluent aphasic speech using large language models: The role of simulation to make more of little aphasic data. Master's Thesis / Essay, Artificial Intelligence.

Minculescu, Andra Cristiana (2024) Human-AI Interaction for Improved Healthcare Decision-Making: A Theory of Mind Approach. Master's Thesis / Essay, Artificial Intelligence.

Minculescu, Andreea (2024) Cutting Cheryl’s Birthday cake: Modeling theory of mind orders in public announcement logic. Master's Thesis / Essay, Artificial Intelligence.

Mol, Barbera de (2024) Power Grid Topology Reconfiguration Using Centrally Coordinated Multi-Agent Reinforcement Learning. Master's Thesis / Essay, Artificial Intelligence.

Mooij, Milan de (2024) Deep Learning Based Denoising of X-ray Scattering Data with Calibrated Confidence Limits. Master's Thesis / Essay, Artificial Intelligence.

Muller, S.K. (2024) Shedding light on decision making: Detecting cognitive stages in EEG data using Hidden Multivariate Pattern Models. Master's Thesis / Essay, Artificial Intelligence.

Oancea, Rares Adrian (2024) Computing Initial Mappings with Deep Reinforcement Learning. Master's Thesis / Essay, Artificial Intelligence.

Oude Vrielink, Jeroen (2024) Understanding Self-Supervised Pretraining Methods for Label-Scarce Ankle Fracture Classification. Master's Thesis / Essay, Artificial Intelligence.

Pintea, Paul (2024) Internship project in robotics. Master's Thesis / Essay, Artificial Intelligence.

Radu, Stefania (2024) Uncertainty in Semantic Language Modeling with PIXELS. Master's Thesis / Essay, Artificial Intelligence.

Reid, Jonathan (2024) Multi-label Classification with Random Ensemble Classifiers and Multi-winner Voting. Master's Thesis / Essay, Artificial Intelligence.

Renardi, Bernard (2024) Improving P300 BCI Speller Using Uncertainty Quantification. Master's Thesis / Essay, Artificial Intelligence.

Rocholl, Niels (2024) Self-Supervised Representation Learning in Point Clouds for Hierarchical Graph-Based Anatomical Structure Identification. Master's Thesis / Essay, Artificial Intelligence.

Schuijlenburg, Koen van (2024) Deep Learning Approaches for Radio Frequency Interference Detection for LOFAR. Master's Thesis / Essay, Artificial Intelligence.

Serbanescu, Valentin-Adrian (2024) Deep Learning based Classification and Information Extraction of Financial Documents. Master's Thesis / Essay, Artificial Intelligence.

Steegstra, Ivo E (2024) Emergent Symbiotic Speciation: Growing Hologenomes with Cooperative Coevolution. Master's Thesis / Essay, Artificial Intelligence.

Sánchez Roncero, Alejandro (2024) Identifying and Transferring Knowledge in a Multi-Agent Reinforcement Learning Environment. Master's Thesis / Essay, Artificial Intelligence.

Theuwissen, Anniek (2024) Tackling Complex Competitive Scenarios: a Theory of Mind Approach. Master's Thesis / Essay, Artificial Intelligence.

Tudor, Andreea Ioana (2024) Enabling NLP for All: Overcoming Data Scarcity in Low-Resource Languages for Cross-lingual Representation Learning. Master's Thesis / Essay, Artificial Intelligence.

Venema, Sander (2024) Generative Adversarial Networks in Tackling Out-of-Distribution Data for Deep Tumour Segmentation. Master's Thesis / Essay, Artificial Intelligence.

Voinea, Andrei (2024) Guided De Novo Molecular Design using Language-based Diffusion Models. Master's Thesis / Essay, Artificial Intelligence.

Vries, Stijn de (2024) The Effect of Shape Selective Kernels in Convolutional Neural Networks. Master's Thesis / Essay, Artificial Intelligence.

Yagublu, Aydan (2024) Neural Correlates of Self-Referential Thinking and the Influence of Mindfulness Meditation and Positive Fantasizing. Master's Thesis / Essay, Artificial Intelligence.

Özyilmaz, Ömer Tarik (2024) Machine Learning-Based Survival Analysis Integrating Blood NMR Data for Explainable Type 2 Diabetes Prediction. Master's Thesis / Essay, Artificial Intelligence.