fujiki-1emon/ADDA.PyTorch

implement Adversarial Discriminative Domain Adapation in PyTorch

Python

ADDA.PyTorch

implement Adversarial Discriminative Domain Adapation in PyTorch

Example

$ python train_source.py --logdir outputs
$ python main.py --logdir outputs --trained outputs/best_model.pt --slope 0.2

Result

SVHN -> MNIST

	Paper	This Repro
Source only	0.601	0.659
ADDA	0.760	~0.83

Resource

https://arxiv.org/pdf/1702.05464.pdf