Instant uncertainty calibration of NERFs using a meta-calibrator

Instant uncertainty calibration of NERFs using a meta-calibrator

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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...

Полное описание

Библиографические подробности
Главные авторы:	Amini-Naieni, N, Jakab, T, Vedaldi, A, Clark, R
Формат:	Conference item
Язык:	English
Опубликовано:	Springer 2024

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