Supervision log

PhD students co-supervision

• Xianlu Li, Ghent University. 2022-.
  Model-aware deep learning for clustering with application in hyperspectral imaging.

Bachelor and Master students (co-)supervision

2024-2025

Ghent University

• Lothar Arnou.
  Extension of AlphaZe** for two-player zero-sum games with semi stochastic turn order.
• Thomas Delaeter.
  Semi-supervised deep subspace clustering for hyperspectral images.
• Robbe Van Looy.
  Can we trust this prediction? Assessing the risk of using a deep learning algorithm for underwater target detection.
• Jarne Van Ransbeeck.
  Unsupervised machine learning on hyperspectral images for the study of the Moon’s surface.
• Davor Gotar (University of Osijek, visiting Ghent University).
  Band selection in hyperspectral images using clustering algorithms.

2023-2024

• Ivan Smoljo, University of Osijek, visiting Ghent University.
  Pure-pixel search in hyperspectral images using neural networks.

2022-2023

• Emiel Moerman, Ghent University.
  Accelerated MRI reconstruction using deep unrolled compressed sensing algorithms.
• Niels Vyncke, Ghent University.
  Self-supervised learning for locating structures of interest in electron microscopy images.

Before 2022

• Alexandra Dache, University of Mons, 2020-2021.
  Heuristics and exact algorithms for simultaneous sparse coding.
• Maxime De Wolf, University of Mons, 2019-2020.
  Homotopy methods for sparse nonnegative least squares problems.