jakc4103 / co-regularized-alignment-for-domain-adaptation

This is an UNOFFICIAL implemnetation of Co-regularized Alignment for Unsupervised Domain Adaptation. See https://arxiv.org/pdf/1811.05443.pdf for original paper.

co-regularied-alignment-for-domain-adaptation

This is an UNOFFICIAL implemnetation of Co-regularized Alignment for Unsupervised Domain Adaptation

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Prerequisite

• python 3.6
• PyTorch 1.1
• tensorboardX
• numpy
• cv2
• tqdm

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Training losses & results from MNIST->SVHN task

agreement loss	diverse loss

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net_num	validation	test
net1
net2

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TODO:

1. DIRT-T model

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Note: See https://github.com/lyakaap/VAT-pytorch for original implementation of VAT loss