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Real imageSmiling Figure 1. Attribute manipulation and interpolation on real input images. Our diffusion autoencoders can encode any image into a meaningful latent code that can be interpolated or modified by a simple linear operation and decoded back to a highly realistic output.
Neural basis functionsReflectance coefficients Figure 1: (a) Each pixel in NeX multiplane image consists of an alpha transparency value, base color k 0 , and view-dependent reflectance coefficients k 1 ...k n . A linear combination of these coefficients and basis functions learned from a neural network produces the final color value. (b, c) show our synthesized images that can be rendered in real time with view-dependent effects such as the reflection on the silver spoon.
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