A compact MLP learns to classify occupied versus empty 3D points for large-scale NeRF training, replacing the discrete occupancy grid and improving accuracy at matched training time.
Motion-oriented compositional neural radiance fields for monocular dynamic human modeling
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LeC$^2$O-NeRF: Learning Continuous and Compact Large-Scale Occupancy for Urban Scenes
A compact MLP learns to classify occupied versus empty 3D points for large-scale NeRF training, replacing the discrete occupancy grid and improving accuracy at matched training time.