3D Vision Meets Deep Learning

Songyou Peng (Ph.D. Student)

My research interests lie at the intersection of deep learning and computer vision, especially 3D vision. What could be the optimal 3D representation? How to effectively and efficiently combine deep learning with 3D vision tasks? How to tackle multiple 3D tasks together with less or no supervision? During the period of my PhD, I desire to tackle these open questions among others by developing new approaches.

Primary Host:	Marc Pollefeys (ETH Zürich & Microsoft)
Exchange Host:	Andreas Geiger (University of Tübingen & Max Planck Institute for Intelligent Systems)
PhD Duration:	01 September 2019 - Ongoing
Exchange Duration:	01 June 2020 - 01 June 2021 - Ongoing