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  • title: Invertible Monotone Operators for Normalizing Flows
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            Invertible Monotone Operators for Normalizing Flows
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            Invertible Monotone Operators for Normalizing Flows

            Nov 28, 2022

            Speakers

            BA

            Byeongkeun Ahn

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            CK

            Chiyoon Kim

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            YH

            Youngjoon Hong

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            About

            Normalizing flows model probability distributions by learning invertible transformations that transfer a simple distribution into complex distributions. Since the architecture of ResNet-based normalizing flows is more flexible than that of coupling-based models, ResNet-based normalizing flows have been widely studied in recent years. Despite their architectural flexibility, it is well-known that the current ResNet-based models suffer from constrained Lipschitz constants. In this paper, we propos…

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            NeurIPS 2022

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