Browse by Degree programme

A

Anton, Jorge (2021) False-name manipulation of voting systems: Theory and an application to the US 2020 presidential election. Master's Thesis / Essay, Artificial Intelligence.

B

Bakker, Thomas (2021) Self-supervised Automatic Event Detection in Sports Video. Master's Thesis / Essay, Artificial Intelligence.

Beers, Floris van (2021) Hedge Backpropagation in Convolutional Neural Networks. Master's Thesis / Essay, Artificial Intelligence.

Bick, Daniel (2021) Towards Delivering a Coherent Self-Contained Explanation of Proximal Policy Optimization. Master's Thesis / Essay, Artificial Intelligence.

Boekestjin, Joppe Wik (2021) Using memristors in a functional spiking-neuron model of activity-silent working memory. Master's Thesis / Essay, Artificial Intelligence.

C

Clement, Rick (2021) Using Traditional Motion Planning Algorithms to Aid Exploration in Reinforcement Learning Applications. Master's Thesis / Essay, Artificial Intelligence.

Coenraads, Wester (2021) Infusing Causal Knowledge Into Deep Neural Networks. Master's Thesis / Essay, Artificial Intelligence.

Cöp, Ruben (2021) Robotics-assisted dentistry: Autonomous and safe tooth preparation for root canal procedures. Master's Thesis / Essay, Artificial Intelligence.

D

Dongen, T.A. van (2021) Quality Prediction of Scientific Documents Using Textual and Visual Content. Master's Thesis / Essay, Artificial Intelligence.

Doulgeris, Georgios (2021) Artificial Staining of Raw Microscopy Cells using CycleGANs. Master's Thesis / Essay, Artificial Intelligence.

E

Eker, Thijs (2021) Classifying objects from unseen viewpoints using novel view synthesis data augmentation. Master's Thesis / Essay, Artificial Intelligence.

F

Faber, Lennart Niels (2021) Recognising Darknet market vendors using author verification methods. Master's Thesis / Essay, Artificial Intelligence.

Ferlito, Federico (2021) Getting the Null Subject Right with Neural Machine Translation. Master's Thesis / Essay, Artificial Intelligence.

Furusawa, Kenichi (2021) Dipole source localization with Artificial Lateral Lines using Artificial Neural Network including Cramer-Rao Bound Analysis. Master's Thesis / Essay, Artificial Intelligence.

G

Groenbroek, Herman (2021) A Machine Learning Approach to Automatic Language Identification of Vocals in Music. Master's Thesis / Essay, Artificial Intelligence.

H

Hofman, Paul (2021) Using Conceptors to overcome Catastrophic Forgetting in Convolutional Neural Networks. Master's Thesis / Essay, Artificial Intelligence.

J

Jansen, Camilo (2021) Exploring the robustness and generalizability of visual question answering and image-generating models using a cyclic architecture. Master's Thesis / Essay, Artificial Intelligence.

Jinde, Shubham (2021) Anomaly Detection in Financial-Transaction Monitoring using Geometric Deep Learning. Master's Thesis / Essay, Artificial Intelligence.

Jong, Ivo, P. de (2021) The Web-Graph: Clustering, Collecting & Classifying. Master's Thesis / Essay, Artificial Intelligence.

K

Kelly, Diarmuid (2021) Collective Knowledge Gain from Distributed Learners using Gradient-Based Meta-Learning. Master's Thesis / Essay, Artificial Intelligence.

Keulen, Ingeborg van (2021) Hiding Money Laundering with an Intelligent Multi-Agent System Simulation. Master's Thesis / Essay, Artificial Intelligence.

Kim, Sohyung (2021) Using Confidential Data for Domain Adaptation of Neural Machine Translation. Master's Thesis / Essay, Artificial Intelligence.

Koiter, Joram (2021) Towards Unsupervised Feature Extraction and Visualisation for Historical Manuscript Dating. Master's Thesis / Essay, Artificial Intelligence.

L

Lindhout, Roeland (2021) Using Conceptors to Distinguish between Text Sorts. Master's Thesis / Essay, Artificial Intelligence.

Lohuizen, Quintin van (2021) Training Deep Neural Networks with Soft Loss for Strong Gravitational Lens Detection. Master's Thesis / Essay, Artificial Intelligence.

Los, Maaike (2021) Choosing Fair Committees and Budgets: Proportionality in Multi-Winner Elections and Participatory Budgeting. Master's Thesis / Essay, Artificial Intelligence.

M

Malhotra, Rohit (2021) Deep Generative Modeling: Early Detection of Parkinson’s Disease from Typing Activity. Master's Thesis / Essay, Artificial Intelligence.

Marcos Mazón, Daniel (2021) Convolutional Recurrent Neural Network: IMU-based Locomotion Intent and Gait Phase Prediction for Transfemoral Amputees. Master's Thesis / Essay, Artificial Intelligence.

Metz, Daniëlle (2021) Argument-Based Learning in a Contextual Bandits Setting. Master's Thesis / Essay, Artificial Intelligence.

N

Naber, Niek (2021) A novel target-based spike-timing-dependent plasticity rule for spiking neural networks. Master's Thesis / Essay, Artificial Intelligence.

P

Parisotto, Tommaso (2021) MORE: Simultaneous Multi-View 3D Object Recognition and Pose Estimation. Master's Thesis / Essay, Artificial Intelligence.

Popescu, Mihai (2021) Generating Synthetic Training Data using Deep Generative Adversarial Networks in Medical Endoscopy Images. Master's Thesis / Essay, Artificial Intelligence.

R

Rios Munoz, Mario (2021) Grasping in 6DoF: An Orthographic Approach to Generalized Grasp Affordance Predictions. Master's Thesis / Essay, Artificial Intelligence.

S

Salvi, Dhawal (2021) Using textual instructions for guiding an agent to land a Lunar Module simulator by means of Deep Reinforcement Learning. Master's Thesis / Essay, Artificial Intelligence.

Santhakumar, Krishnakumar (2021) Lifelong 3D Object Recognition and Grasp Synthesis using Dual Memory Recurrent Self-Organization Networks. Master's Thesis / Essay, Artificial Intelligence.

Sasso, Remo (2021) Multi-Source Transfer Learning for Deep Model-Based Reinforcement Learning. Master's Thesis / Essay, Artificial Intelligence.

Schilperoort, Jits (2021) Continuous-Action Reinforcement Learning by Extending on Sampled Policy Gradient. Master's Thesis / Essay, Artificial Intelligence.

Schut, Robin (2021) Short-Term Load Forecasting of individual building-level power consumption data using Neural Networks and Fast Fourier Transform Filtering. Master's Thesis / Essay, Artificial Intelligence.

Shouche, Prajakta (2021) Real-Time Emotion Valence Detection using Physiological Signals. Master's Thesis / Essay, Artificial Intelligence.

Skuczyńska, Beata (2021) Retrieval of Previously Fact–Checked Claims in Transcripts of Political Events. Master's Thesis / Essay, Artificial Intelligence.

T

Trantas, Athanasios (2021) Exploring Deep Reinforcement Learning for Continuous Action Control. Master's Thesis / Essay, Artificial Intelligence.

Tziafas, Georgios (2021) Sim2Real Transfer of Visual Grounding for Natural Human-Robot Interaction. Master's Thesis / Essay, Artificial Intelligence.

V

Vaidya, Ashwin (2021) Active Object Localization using Self-Attention and Reinforcement Learning. Master's Thesis / Essay, Artificial Intelligence.

Varma, Varun Ravi (2021) Interpretable Reinforcement Learning with the Regression Tsetlin Machine. Master's Thesis / Essay, Artificial Intelligence.

Veen, Werner van der (2021) Including STDP to eligibility propagation in multi-layer recurrent spiking neural networks. Master's Thesis / Essay, Artificial Intelligence.

Vidharth, Hari (2021) Accelerating Multi-Goal Reinforcement Learning by Learning from Demonstrations for Robotic Manipulation Tasks. Master's Thesis / Essay, Artificial Intelligence.

W

Warmerdam, Joseph (2021) Detecting Misinformation using Cross-lingual Transfer Learning with Adapters. Master's Thesis / Essay, Artificial Intelligence.

Wit, Bram de (2021) From Data To Control: Learning An Optimal HVAC Control Policy Using A Deep Learning Based Neural Twin. Master's Thesis / Essay, Artificial Intelligence.