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NRF-GS: Neural Residual Fields for Expressive and Compact Gaussian Splatting

NRF-GS replaces per-splat spherical harmonics with a shared neural residual field to model view-dependent reflectance, reducing Gaussian counts by up to 50% while improving specular detail.

Pratik S. Bisht, Andreas Kolb

Paris Poster Session 6, Fri, Dec 11, 2:30 PM–4:30 PM, Paris Poster Hall · Published 2026

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AI panel: 9 of 20 reviewers recommend it
lenient 4/5
medium 5/10
strict 0/5