FrugalNeRF:

Fast Convergence for Few-shot Novel View Synthesis without Learned Priors



Video comparisons on the RealEstate-10K dataset with two input views.


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Input image 0
Input image 1
ViP-NeRF
Nagabhushan Somraj and Rajiv Soundararajan
ViP-NeRF: Visibility Prior for Sparse Input Neural Radiance Fields
SIGGRAPH 2023
SimpleNeRF
Nagabhushan Somraj, Adithyan Karanayil and Rajiv Soundararajan
SimpleNeRF: Regularizing Sparse Input Neural Radiance Fields with Simpler Solutions
SIGGRAPH Asia 2023
Ours
GT