We present formulations and numerical algorithms for solving diffeomorphic shape matching
problems. We formulate shape matching as a variational problem governed by a dynamical …

The objective of domain generalization is to develop a model that can handle the domain
shift problem without access to the target domain. In this paper, we propose a new domain …

In time-series analysis, nonlinear temporal misalignment is a major problem that forestalls
even simple averaging. An effective learning-based solution for this problem is the …