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I have been using ResNet-50 with Domain-Adversarial network. I observed an oscillation in the loss values from the evaluation as you can see in the figures, this oscillation was not observed when using ResNet-50 without Domain-Adversarial. I am wondering why is this happening?

With Domain-Adversarial: enter image description here

enter image description here

Without Domain adversarial:

enter image description here

enter image description here

Thanks.

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