Deep Loss Convexification for Learning Iterative Models

Ziming Zhang, Yuping Shao, Yiqing Zhang +3

Iterative methods such as iterative closest point (ICP) for point cloud registration often suffer from bad local optimality (e.g. saddle points), due to the nature of nonconvex opt…