53d3f45797970d323bd8a0d379c525aa-Paper-Conference.pdf

To decouple the learning of underlying scene geometry from dynamic motion, we represent the scene as a time-invariantsigneddistance function (SDF)whichservesasareference frame, along with a time-conditioned deformation field.