Ben Mildenhall

Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains

2020 · Neural Information Processing Systems

We show that passing input points through a simple Fourier feature mapping enables a multilayer perceptron (MLP) to learn high-frequency functions in low-dimensional problem domains. These results shed light on recent advances in computer vision …