Why SVD Should Only Appear at Inference: A Gradient Analysis of Rotation Representations
Predicting 3D rotations from neural networks sounds straightforward—output a rotation matrix and move on. But rotations live on $\mathrm{SO}(3)$, a curved 3-dimensional manifold...
rotation3ddeep-learning