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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Detalles Bibliográficos
Main Authors: Amini-Naieni, N, Jakab, T, Vedaldi, A, Clark, R
Formato: Conference item
Idioma:English
Publicado: Springer 2024