Neural Splines: Fitting 3D Surfaces with Infinitely-Wide Neural Networks

Francis Williams, Matthew Trager, Joan Bruna +1

We present Neural Splines, a technique for 3D surface reconstruction that is based on random feature kernels arising from infinitely-wide shallow ReLU networks. Our method achieves…