1-2 PhD student positions in machine learning with a focus on generative deep learning at the Division for Media and Information Technology, Department of Science and Technology, Campus Norrköping, Linköping University.
Your work assignments
The research area for the advertised positions lies in the intersection of machine learning, deep learning, computer graphics and computer vision. The goal is to create synthetic image data with combinations of computer graphics and generative deep learning. The generated images will be used as training data in machine learning applications, for improving performance and robustness, or as a tool for anonymizing sensitive images. The developed methods will be tested in various applications, e.g. for medical imaging diagnostics. The project includes both basic research on the development of new image generation methods, as well as applied research to show the benefits of the new methods.