Bayesian uncertainty analysis for underwater 3D reconstruction with neural radiance fields

Image quality assessment: from error visibility to structural similarity

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Arts, Vision Science, Computer Vision +14

NeRF

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Simple and Scalable Predictive Uncertainty Estimation using Deep\n Ensembles

Balaji Lakshminarayanan, Alexander Pritzel, Charles Blundell · arXiv (Cornell University) · 2016 · 3K citations · Full text

Computing, Computer Science, Machine Learning +13

A Practical Bayesian Framework for Backpropagation Networks

David Mackay · Neural Computation · 1992 · 2.9K citations

Computing, Computer Science, Bayesian Data Analysis +16

A survey of uncertainty in deep neural networks

Jakob Gawlikowski, Cedrique Rovile Njieutcheu Tassi, Mohsin Ali et al. · Artificial Intelligence Review · 2023 · 1.2K citations · Full text

Computing, Computer Science, Artificial Intelligence +16