InversionView: A General-Purpose Method for Reading Information from Neural Activations

Neural Information Processing Systems 

The inner workings of neural networks can be better understood if we can fully decipher the information encoded in neural activations. In this paper, we argue that this information is embodied by the subset of inputs that give rise to similar activations.

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