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shancarter committed Mar 12, 2019
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Expand Up @@ -261,7 +261,7 @@ <h2 id="looking-at-a-single-image">Looking at a Single Image</h2>
This is similar to Grad-CAM <d-cite key="selvaraju2016grad"></d-cite>, but without the spatial averaging of the gradient.
Instead, we reduce noise in the gradient by using a continuous relaxation of the gradient for max pooling in computing the gradient (as in <d-cite key="olah2018building"></d-cite>).
(A detailed reference implementation can be found in <a href="https://colab.research.google.com/github/tensorflow/lucid/blob/master/notebooks/building-blocks/AttrSpatial.ipynb">this notebook</a>.)
The attribution shown for cells in the activaiton atlas is the average of attribution vectors for activations in that cell.
The attribution shown for cells in the activation atlas is the average of attribution vectors for activations in that cell.
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