PhD student position at the Division for Media and Information Technology at the Department of Science and Technology at Campus Norrköping, Linköping University.
Your work assignments
The research area for the advertised position lies in the intersection of machine learning, deep learning, and visualization. The goal is to develop tools and strategies for visual assessment of artificial neural networks, both in terms of their parametrization and predicted output. A certain focus will also be on understanding deep representation learning through visualization. The aim is not only to improve the understanding of the inner workings of neural networks and their predictions, but also to aid in the development of novel methods for, e.g., representation learning and generative deep learning. Different application areas will be considered, such as generative deep learning, computer graphics, and medical imaging.
As a PhD student, you devote most of your time to doctoral studies and the research projects of which you are part. Your work may also include teaching or other departmental duties, up to a maximum of 20% of full-time.