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...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Amini-Naieni, N, Jakab, T, Vedaldi, A, Clark, R
التنسيق: Conference item
اللغة:English
منشور في: Springer 2024