Controllable Orthogonalization in Training DNNs

Lei Huang, Li Liu, Fan Zhu +4

Orthogonality is widely used for training deep neural networks (DNNs) due to its ability to maintain all singular values of the Jacobian close to 1 and reduce redundancy in represe…