SCION: Scene Composition with Instanced Neural Primitives

Not provided in the abstract

scene representationneural networks3D modelinginstance editing

2610.02322

Builder Relevance

80%

1h ago

Abstract

SCION introduces a hierarchical compositional scene representation that utilizes reusable primitives for efficient scene modeling.

Core Claim

SCION achieves a compact and controllable scene representation while enabling instance-level editing and animation without retraining.

Method / Result

Maintains high quality at a size of 1.2 MB, achieving favorable rate-distortion compared to existing Gaussian compression methods.

Limitations

The paper does not specify the authors, which may affect reproducibility and credibility.

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