Postdoc position 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.
The research area for the advertised position 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.
Our research group consists of 20 PhD students, senior researchers and research engineers. We conduct research projects in areas spanning from deep learning and medical imaging, to computer graphics and computational photography.