2022
Unsupervised Object Representation Learning using Translation and Rotation Group Equivariant VAE
NeurIPS 2022accept
In many imaging modalities, objects of interest can occur in a variety of locations and poses (i.e. are subject to translations and rotations in 2d or 3d), but the location and pose of an object does not change its semantics (i.e. the object's essence). That is, the specific location and rotation of…