Atom-Level Optical Chemical Structure Recognition with Limited Supervision

M Oldenhof, E De Brouwer, A Arany… - Proceedings of the …, 2024 - openaccess.thecvf.com
Identifying the chemical structure from a graphical representation or image of a molecule is a
challenging pattern recognition task that would greatly benefit drug development. Yet …

Weakly supervised knowledge transfer with probabilistic logical reasoning for object detection

M Oldenhof, A Arany, Y Moreau… - arXiv preprint arXiv …, 2023 - arxiv.org
Training object detection models usually requires instance-level annotations, such as the
positions and labels of all objects present in each image. Such supervision is unfortunately …

[PDF][PDF] Updating Object Detection Models with Probabilistic Programming

M Oldenhof, Á Arany, Y Moreau… - … 2022/07/17-2022/07/23 …, 2022 - lirias.kuleuven.be
Training object detection models require detailed image annotations, such as the bounding
boxes and labels of all objects present in the image. However, such rich annotations are …