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README.md

@ -7,3 +7,17 @@ implement Adversarial Discriminative Domain Adapation in PyTorch
$ python train_source.py --logdir outputs $ python train_source.py --logdir outputs
$ python main.py --logdir outputs --trained outputs/best_model.pt --slope 0.2 $ 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 |
![adversarial](adversarial.png)
![target_domain](target_domain.png)
## Resource
- https://arxiv.org/pdf/1702.05464.pdf

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