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Novel-view synthesis

topic1 events
papersSEP 10 04:00 UTC

Conformal prediction method brings coverage guarantees to 3D Gaussian Splatting views

A new arXiv paper frames novel-view synthesis with 3D Gaussian Splatting as a structured regression problem and applies conformal prediction to it. The goal is to give rendered views formal statistical coverage guarantees, going beyond uncertainty heatmaps that offer no such certification. The approach is aimed at settings where rendered outputs must meet verifiable reliability standards.

gaussian-splatting/conformal-prediction/uncertainty/computer-vision