ISRL jointly learns image and deformation-shape features under an invariant risk minimization penalty, improving classification accuracy on 2D and 3D medical images under distribution shift.
Learning distributions of shape trajectories from longitudinal datasets: a hierarchical model on a manifold of diffeomor- phisms
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Invariant Shape Representation Learning For Image Classification
ISRL jointly learns image and deformation-shape features under an invariant risk minimization penalty, improving classification accuracy on 2D and 3D medical images under distribution shift.