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...

書誌詳細
主要な著者:	Amini-Naieni, N, Jakab, T, Vedaldi, A, Clark, R
フォーマット:	Conference item
言語:	English
出版事項:	Springer 2024

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