Kernel Reboot: Breaking the Boundaries of Neural Tangent Kernels for Neural Fields

Amir Mallak, Alaa Maalouf, Lior Wolf +2

Neural fields (NFs) map continuous coordinates to signals such as color or density, but fast high-quality reconstruction from sparse observations remains difficult. Classical Neura…