Instant uncertainty calibration of NERFs using a meta-calibrator

Neural Radiance Fields (NeRFs) have markedly improved novel view synthesis, but accurate uncertainty quantification in their image predictions remains an open problem. The prevailing methods for estimating uncertainty, including the state-of-the-art Density-aware NeRF Ensembles (DANE) [29], quantify...

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מידע ביבליוגרפי
Main Authors: Amini-Naieni, N, Jakab, T, Vedaldi, A, Clark, R
פורמט: Conference item
שפה:English
יצא לאור: Springer 2024