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Series of images showing how single trained network generates 3D reconstructions of multiple scenes

One Network, Many Scenes: Combining NeRF with VAE to generate 3D scenes

To reconstruct the 3D world behind a set of 2D images, machine learning systems usually require a dedicated neural network for each scene. New research enables a single trained network to generate 3D reconstructions of multiple scenes.

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