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The non-universality conjecture for coupling-based invertible neural networks
Non-universality conjecture. Since the step functions used to establish $L^p$ -universality bypass the uniformity of the transformation by affine coupling flows, the difficulty is i…
Conjectureopeninvertible-neural-networks normalizing-flows universal-approximationarXiv posted 2 days ago

The non-universality conjecture for coupling-based invertible neural networks