yanghr/SVD_Prune_EDLCV

Code for EDLCV 2020 paper "Learning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value Sparsification"

SVD_Pruning

This is a repertory for source codes of Rank Pruning with SVD

To run CIFAR, please use command lines in CNN/cifar10/Start up code

To run ImageNet, please use command lines in CNN/imagenet/Start up

To run with RNN, please use command lines in RNN/Start up