InStyle: Instant Appearance Stylization of 3D Shapes

GaussianBlender introduces a diffusion-based feed-forward editor for 3D Gaussian splats, allowing instant asset modification at inference time without per-asset optimization. It achieves high-fidelity, multi-view consistent stylization by learning disentangled latent spaces for geometry and appearance. This enables democratized, scalable 3D stylization that preserves shape while modifying style based on text prompts.

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