ReLU Fields: The Little Non-linearity That Could
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Technical Paper
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DescriptionWe investigate what the smallest change to grid-based representations is for 3D scene reconstruction that allows for retaining the high-fidelity result while enabling fast reconstruction and rendering times. A surprisingly simple change achieves this task — allowing a fixed non-linearity (ReLU) on interpolated grid values.