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Unofficial PyTorch implementation of Domain-Adversarial Training of Neural Networks

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PyTorch-DANN

Unofficial PyTorch implementation of Domain-Adversarial Training of Neural Networks for Unsupervised Domain Adaptation.



Results:
Dataset Source Only DANN
SVHN ⟶ MNIST 61.2 79.7
MNIST ⟶ USPS 81.8 88.4
USPS ⟶ MNIST 49.4 95.7
MNIST ⟶ MNIST-M 57.2 71.9
SyDigits ⟶ SVHN 87.9 90.6
SySigns ⟶ GTSRB 91.0 92.8

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Unofficial PyTorch implementation of Domain-Adversarial Training of Neural Networks

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