2 Matching Annotations
  1. Oct 2019
    1. gram matrix must be normalized by dividing each element by the total number of elements in the matrix.

      true, after downsampling your gradient will get smaller on later layers

    1. Style transfer exploits this by running two images through a pre-trained neural network, looking at the pre-trained network’s output at multiple layers, and comparing their similarity. Images that produce similar outputs at one layer of the pre-trained model likely have similar content, while matching outputs at another layer signals similar style.

      Style ~ vertical Content ~ horizontal