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Unofficial PyTorch implementation of Domain-Adversarial Training of Neural Networks

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Name		Name	Last commit message	Last commit date
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README.md		README.md
data_loader.py		data_loader.py
main.py		main.py
model.py		model.py
scripts.sh		scripts.sh
solver.py		solver.py
utils.py		utils.py

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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

unsupervised-domain-adaptation dann domain-alignment pytorch-dann revgrad

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