Pytorch implementation of DSNs(Domain Separation Networks)
We refer to the structure
URL:
svhn https://pan.baidu.com/s/1Blp9l6sQdwqsfizmyvKVXA
mnist https://pan.baidu.com/s/1ap4srdVfZk-5s5ZM0OUnPw
ln -s $DOWNLOAD_PATH $DSN/dataset/
python dsn_train.py
The accuracy on mnist test dataset can achieve 76.62%. The reconstructed images from left to right: reconstructed by private and shared feature; reconstructed by shared feature; reconstructed by private feature.
