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First introduced in 2022 by the NVIDIA Toronto AI Lab, Neural Kernel Fields predict a data-dependent set of basis functions used to solve the closed-form surface reconstruction problem. NKSR is an excellent substitute for traditional Poisson Surface Reconstruction, providing greater detail and faster runtimes.
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