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Unofficial PyTorch implementation of Maximum Domain Confusion loss for Unsupervised Domain Adaptation

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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

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PyTorch-MDC

Unofficial PyTorch implementation of Maximum Domain Confusion loss from Simultaneous Deep Transfer Across Domains and Tasks for Unsupervised Domain Adaptation.

Results:

Dataset	Source Only	MDC
SVHN ⟶ MNIST	61.2	80.2
MNIST ⟶ USPS	81.8	96.2
USPS ⟶ MNIST	49.4	97.5
SyDigits ⟶ SVHN	87.9	91.5
SySigns ⟶ GTSRB	91.0	93.3