PyTorch-ADDA-mixup

A PyTorch implementation added MIXUO for Adversarial Discriminative Domain Adaptation.

Confirmed improved performance by mixing up target domian and source domain

Usage

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

adda

This repo is based on https://github.com/corenel/pytorch-adda , https://github.com/Fujiki-Nakamura/ADDA.PyTorch

Reference
https://arxiv.org/abs/1702.05464