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[R] C-Flow: Conditional Generative Flow Models for Images and 3D Point Clouds

[R] C-Flow: Conditional Generative Flow Models for Images and 3D Point Clouds

https://preview.redd.it/x1qxpi3p76541.jpg?width=736&format=pjpg&auto=webp&s=7761c84809112c8bda57e24cbbc9810c2870a84d

We introduce a novel conditioning scheme that brings normalizing flows to an entirely new scenario for multi-modal data modeling. We demonstrate our conditioning method to be very adaptable, being applicable to image manipulation, style transfer and multi-modal mapping in a diversity of domains, including RGB images, 3D point clouds, segmentation maps, and edge masks.

Paper PDF: https://arxiv.org/pdf/1912.07009.pdf

Project Website: https://www.albertpumarola.com/research/C-Flow/index.html

submitted by /u/APumarola
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