OWM (Orthogonal Weights Modification)

• Code for paper Continual Learning of Context-dependent Processing in Neural Networks

Requirements

• Linux: Ubuntu 16.04

• cuda9.0 & cudnn6.0

• Python 3.5.4

• tensorflow 1.5.0

• tensorflow-gpu 1.4.0

• torch 0.3.0 (pytorch)

• torchvision 0.2.0

• numpy 1.15.1

• scipy 1.0.0

Acknowledgement

• CAB

• CASIA Chinese Handwriting Databases

• CelebA

• Pytorch

• ResNet

• Tensorflow

• Tensorflow and Chinese Handwritten Chinese Character Recognition