Concept旋转等变性 / 三维旋转等变 / SO(3) equivariance
SO(3) Equivariance
An equivariance property of the three-dimensional special orthogonal group SO(3), requiring that model outputs transform in the same manner as the input under rotation. It is commonly applied in deep learning tasks requiring physical consistency, such as physics simulation and molecular dynamics.
Timeline (last 90 days)
Oct 19
Under band-limiting, these convolution operations have provable exact equivariance rather than approximate equivariance.
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