Active learning with a 3D spatial-diversity term cuts annotation cost by over 2x for semantically-aware NeRF training versus random sampling.
A survey of deep active learning,
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Exploring Active Learning for Label-Efficient Training of Semantic Neural Radiance Field
Active learning with a 3D spatial-diversity term cuts annotation cost by over 2x for semantically-aware NeRF training versus random sampling.