Browse by Degree programme

A

Agarwal, Manvi (2020) Credit Assignment for Surrogate Gradient Learning Rules in Spiking Neural Networks. Master's Thesis / Essay, Artificial Intelligence.

Ahmadi, Neda (2020) A comparative study of state-of-the-art speech recognition models for English and Dutch. Master's Thesis / Essay, Artificial Intelligence.

Ameln, Dick (2020) Deep Spatiotemporal Feature Learning for Abnormal Event Detection and Localization in Video. Master's Thesis / Essay, Artificial Intelligence.

B

Baldassini, Lucia (2020) Hydrodynamic imaging of swimmers using an Artificial Lateral Line and Machine Learning. Master's Thesis / Essay, Artificial Intelligence.

Bliek, Adna (2020) Backchanneling in Human-Robot Interaction. Master's Thesis / Essay, Artificial Intelligence.

C

Cabo Golvano, Diego (2020) Hierarchical Reinforcement Learning Approach to Lifelong Learning. Master's Thesis / Essay, Artificial Intelligence.

D

Dalmia, Swaraj (2020) Constraint-Based Circuit Design Using Generative Adversarial Networks. Master's Thesis / Essay, Artificial Intelligence.

Datta, K (2020) Intelligent Systems for Mental Healthcare. Master's Thesis / Essay, Artificial Intelligence.

Diepgrond, Denny (2020) Can prediction explanations be trusted? On the evaluation of interpretable machine learning methods. Master's Thesis / Essay, Artificial Intelligence.

Doornkamp, Joost (2020) Towards personalised responses in automated psychotherapy using Topic Models. Master's Thesis / Essay, Artificial Intelligence.

Drost, Folke (2020) Uncertainty Estimation in Deep Neural Networks for Image Classification. Master's Thesis / Essay, Artificial Intelligence.

de Wit, Jan Willem (2020) Predicting the writing period of historical-manuscript images. Master's Thesis / Essay, Artificial Intelligence.

E

Eggengoor, Sanne (2020) Using Unlabeled Data with Domain Knowledge: Overcoming the Need for Large Labeled Data Sets. Master's Thesis / Essay, Artificial Intelligence.

G

Giagkoulas, Panagiotis (2020) Predicting online article popularity based on text-generated features. Master's Thesis / Essay, Artificial Intelligence.

J

Jain, Sudhakaran (2020) 3D_DEN: Open-ended 3D Object Recognition Using Dynamically Expandable Networks. Master's Thesis / Essay, Artificial Intelligence.

K

Krebbers, Jasper (2020) On the application of deep learning methods in the real world: Image-classification of shipping container X-ray scans. Master's Thesis / Essay, Artificial Intelligence.

Kuiper, Cornelis Geert (2020) Separation of Plastics in Waste using Semantic Segmentation on Hyperspectral Data with Multi-dimensional Convolutional Neural Networks. Master's Thesis / Essay, Artificial Intelligence.

M

Maas, Jonathan (2020) Detecting Peroxisome-Protein Interactions using Deep Learning in Fluorescence-Tagged Microscopic Cell Images. Master's Thesis / Essay, Artificial Intelligence.

Maathuis, Hendrik, H (2020) On the Scalability of Deep Inverse Reinforcement Learning in High-Dimensional State Spaces. Master's Thesis / Essay, Artificial Intelligence.

Mol, Julia, Ms (2020) Investigating the Pronoun Interpretation Differences Between Men and Women: Sensitivity to the influences of typographical stress, pronoun gender and implicit causality. Master's Thesis / Essay, Artificial Intelligence.

N

Niël, Remi (2020) Deep Learning for pigment content prediction of metallic and pearlescent car-paints using surface images and multi-spectral measurements. Master's Thesis / Essay, Artificial Intelligence.

P

Pathapati, Avinash, A (2020) Bandgap prediction for molecular crystals using Geometric Deep learning. Master's Thesis / Essay, Artificial Intelligence.

Pentaliotis, Andreas (2020) Investigating Overestimation Bias in Reinforcement Learning. Master's Thesis / Essay, Artificial Intelligence.

R

Roest, Christian (2020) Morphological Segmentation of Polysynthetic Languages for Neural Machine Translation: The Case of Inuktitut. Master's Thesis / Essay, Artificial Intelligence.

T

Tiwary, P. (2020) Multimodal Fusion and Explainability: House-Price Estimation using Satellite Images. Master's Thesis / Essay, Artificial Intelligence.

V

VATTIMUNDA PURAYIL, S (2020) Learning Deep Spatio-Temporal Features for Human Activity Classification. Master's Thesis / Essay, Artificial Intelligence.

Visser, Jelle (2020) Visual Question Answering With Enhanced Question-Answer Diversity. Master's Thesis / Essay, Artificial Intelligence.

van de Guchte, Lennart (2020) Near Real-Time Detection of Misinformation on Online Social Networks. Master's Thesis / Essay, Artificial Intelligence.

W

Wiggers, Bram (2020) An adversarial learning method to optimize spectral and spatial information in Sentinel-2 satellite data. Master's Thesis / Essay, Artificial Intelligence.