A Powerful Generative Model Using Random Weights for the Deep Image Representation

Kun He, Yan Wang, John Hopcroft

Neural Information Processing Systems 

To what extent is the success of deep visualization due to the training? Could we do deep visualization using untrained, random weight networks?

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