Understanding Deep Image Representations by Inverting Them
Published:
understanding representations by training another network
- s.t. reconstruct image from such a representation
- which is against the belief that deep representations represents for high level features
- and thus not invertable
- but, natural image should contain less high frequency noise, it may be possible to invert in natural image domain
- natural image prior: min. total variation