University of Bern has openings for 3 PhD positions in the areas of machine learning and computer vision. One position is on motion estimation tasks (such as optical flow and structure from motion) via deep learning. The other two positions are on unsupervised learning methods for image processing also based on deep learning. Research objectives include the development and analysis of generative models for images and videos, and the development of novel machine learning methods. Research will be performed in the Computer Vision Group at the University of Bern. All 3 positions are immediately available and will be filled as soon as a suitable candidate is found.