By treating UV mapping as a capacity allocation problem and using a lightweight optimal transport mapping, OT-UVGS improves rendering metrics and UV utilization in Gaussian Splatting.
arXiv preprint arXiv:2412.12734 , year =
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2026 3representative citing papers
Neural Gabor Splatting augments each Gaussian with a lightweight MLP and adds frequency-aware densification to reconstruct high-frequency surfaces accurately with fewer primitives.
A hybrid Gaussian-hash-grid representation with latent features and hard opacity falloffs reconstructs scenes more accurately than prior Gaussian splatting methods while using an order of magnitude fewer primitives.
citing papers explorer
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OT-UVGS: Revisiting UV Mapping for Gaussian Splatting as a Capacity Allocation Problem
By treating UV mapping as a capacity allocation problem and using a lightweight optimal transport mapping, OT-UVGS improves rendering metrics and UV utilization in Gaussian Splatting.
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Neural Gabor Splatting: Enhanced Gaussian Splatting with Neural Gabor for High-frequency Surface Reconstruction
Neural Gabor Splatting augments each Gaussian with a lightweight MLP and adds frequency-aware densification to reconstruct high-frequency surfaces accurately with fewer primitives.
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Hybrid Latents: Geometry-Appearance-Aware Surfel Splatting
A hybrid Gaussian-hash-grid representation with latent features and hard opacity falloffs reconstructs scenes more accurately than prior Gaussian splatting methods while using an order of magnitude fewer primitives.