A PyTorch implementation added MIXUP for Adversarial Discriminative Domain Adaptation.
Confirmed improved performance by mixing up target domian and source domain
It works on MNIST -> USPS , SVHN -> MNIST , USPS -> MNIST, MNIST -> MNIST-M Only 10,000 of the total data were used.(usps excluded)
python main.py
This repo is based on https://github.com/corenel/pytorch-adda , https://github.com/Fujiki-Nakamura/ADDA.PyTorch https://arxiv.org/abs/1702.05464