fungtion / DANN

pytorch implementation of Domain-Adversarial Training of Neural Networks

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Loss of domain classification part

IpekUyguner opened this issue · comments

Hi, I am trying to understand GRL effect. While training should i expect to see the domain classification loss decrease to some extent or should it stay around random guess( so that it makes possible domain generalization)

Thanks!

The domain classification and label classification affect each other during the training, so how the classification loss decreases will depend on the adversarial relationship between two domains, it actually decreases to some value when domain loss reaches convergence.