Globally Injective ReLU Networks

15 Jun 2020Michael PuthawalaKonik KothariMatti LassasIvan DokmanićMaarten de Hoop

We study injective ReLU neural networks. Injectivity plays an important role in generative models where it facilitates inference; in inverse problems with generative priors it is a precursor to well posedness... (read more)

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