His research is in the intersection of computer vision, computer graphics and machine learning. In particular, he is focusing on generative and example-based modeling and editing of visual data. Some of his research can be found in Adobe’s products such as Photoshop’s Content Aware Fill and Smart Portrait Neural Filter, Content Aware Fill for Video in After Effects, Upright in Lightroom and Characterizer in Character Animator as well as in more than 80 issued US patents.