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项目作者： jakc4103

项目描述 ：
This is an UNOFFICIAL implemnetation of Co-regularized Alignment for Unsupervised Domain Adaptation. See https://arxiv.org/pdf/1811.05443.pdf for original paper.
高级语言： Python
项目地址: git://github.com/jakc4103/co-regularized-alignment-for-domain-adaptation.git


co-regularied-alignment-for-domain-adaptation

This is an UNOFFICIAL implemnetation of Co-regularized Alignment for Unsupervised Domain
Adaptation

Prerequisite

  • python 3.6
  • PyTorch 1.1
  • tensorboardX
  • numpy
  • cv2
  • tqdm

Training losses & results from MNIST->SVHN task

agreement loss diverse loss


net_num validation test
net1
net2

TODO:

  1. DIRT-T model

Note:
See https://github.com/lyakaap/VAT-pytorch for original implementation of VAT loss