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GradientReversal

Implements the Gradient Reversal layer from Unsupervised Domain Adaptation by Backpropagation (https://arxiv.org/abs/1409.7495) and Domain-Adversarial Training of Neural Networks (https://arxiv.org/abs/1505.07818) in Tensorflow.

The forward pass is the identify function, but the backward pass multiplies the gradients by -lambda.

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Tensorflow implementation of the Gradient Reversal layer from https://arxiv.org/abs/1505.07818

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  • Python 100.0%