Projects
Conditional Generative Models for Transparent Discrimination Detection and Mitigation in Algorithmic Decision-Making Systems Vrije Universiteit Brussel
NEWS DIVING: News Sentiment Diversity, Index construction and Generative models Ghent University
The digitalization of the media sector has disrupted the access to news News articles are now available at a large scale and low cost across many news sources In spite of the increase in news volume, economic agents often only consume news provided by a non-diversified subset of news sources The lack of diversification reveals itself in both the choice of topics covered and the sentiment used in the news articles This may lead to a biased ...
Model order reduction for reducing the time complexity of thermal generative design KU Leuven
The goal of the project is to reduce the computational cost of generative thermal and flow designs by combining model order reduction methods with the method of moving asymptotes. During the PHD, there are two classes of problems that will be tackled: thermal design of solids and thermal design of solids and flow. Since the number of design variables is extremely high, it is not possible to build a reduced model for the entire design space. ...
Unraveling the effects of climate change on the generative reproduction by plants: common juniper (Juniperus communis) as a model species. Ghent University
Little is known about the influence of temperature change, induced by climate change, on the different phases in the generative reproduction process of plants. With common juniper as a model species, this influence is studied. Common juniper is chosen because the different phases are easy to distinguish and a negative relation between seed vitality and temperature is already demonstrated.
Generation of iPSC-derived 3D neuro-immune cell culture models for study and modulation of neuro-inflammatory processes. University of Antwerp
Audit and/or validation of fourth generation strategic passenger transport models Hasselt University
Generation and analysis of zebrafish models for human pathology Ghent University
Deep Learning Models for Generating Text Summaries from Videos KU Leuven
In recent years, there has been a growing interest in bridging different modalities in the deep learning community. This project aims at developing deep learning models for automatically generating text summaries from videos. Through this project, we expect to find better ways to integrate textual and visual modalities into an end-to-end model. Apart from that, text summarization techniques, including abstractive text summarization and ...
Wavelet-based functional models for the analysis of next generation sequencing data Ghent University
This project focuses on the development of functional models for the analysis of next generation sequencing data. The key idea underlying its motivation is to model the genomic data as a wavelet based functional model, allowing efficient and annotation agnostic data analysis on a genomic scale.