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Applications

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Interpolation

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LION can interpolate two shapes by traversing the latent space. The generated shapes are clean and semantically plausible along the entire interpolation path.

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+ Left most shape: the source shape. Right most shape: the target shape. The shapes in middle are interpolated results between source and target shape. +

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+ LION traverses the latent space and interpolates many different shapes. +

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Voxel-Conditioned Synthesis

Given a coarse voxel grid, LION can generate different plausible detailed shapes.

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Interpolation

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LION can interpolate two shapes by traversing the latent space. The generated shapes are clean and semantically plausible along the entire interpolation path.

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- Left most shape: the source shape. Right most shape: the target shape. The shapes in middle are interpolated results between source and target shape. -

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Per-sample Text-driven Texture Synthesis