DANN
PyTorch implementation of DANN (Domain-Adversarial Training of Neural Networks)
"Unsupervised Domain Adaptation by Backpropagation"
"Domain-Adversarial Training of Neural Networks"
Prerequisites
python 3.5
pytorch 0.4.1
Results
MNIST -> MNIST-M
Result of this work is from avg(five tests below).
Experiments
Source only
DANN
- MNIST and MNIST-M feature distributions
- Source only
- Domain adaptation (DANN)
