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We introduce three types of invertible convolutions: i) emerging convolutions for invertible zero-padded convolutions, ii) invertible periodic convolutions, and iii) stable and flexible 1 x 1 convolutions. convolutions

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Lossless compression methods shorten the expected representation size of data without loss of information, using a statistical model. …

Generative flows are attractive because they admit exact likelihood optimization and efficient image synthesis. Recently, Kingma & …

The effectiveness of Convolutional Neural Networks stems in large part from their ability to exploit the translation invariance that is …